{
  "cards": [
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "S",
      "business_summary": "业务：Marvell Technology主要经营数据中心、网络、存储和定制芯片，收入受AI基础设施需求驱动。行业地位：Marvell Technology是半导体赛道的超核心公司，可比/竞争公司包括Monolithic Power Systems、NXP Semiconductors、Teradyne、STMicroelectronics。关键变量主要是AI和数据中心需求、汽车与工业周期、晶圆产能、库存去化、制程升级和出口管制。",
      "core_catalyst": "Marvell’s (MRVL) Data Center Machine Keeps Rewriting Its Own Forecast",
      "evidence_summary": "MRVL moved -4.7% in the latest session, -4.0% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0619.",
      "facts": [
        {
          "claim": "MRVL moved -4.7% in the latest session, -4.0% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0057",
          "timestamp": "2026-09-01T00:00:00+00:00"
        },
        {
          "claim": "Marvell’s (MRVL) Data Center Machine Keeps Rewriting Its Own Forecast",
          "source_id": "E0619",
          "timestamp": "2026-09-01T09:43:01+00:00"
        },
        {
          "claim": "Marvell's Hyperscaler Deal Lands In A Fiscal Year Management Will Not Size Yet",
          "source_id": "E0620",
          "timestamp": "2026-08-31T23:53:57+00:00"
        },
        {
          "claim": "Custom Silicon Kings: When to Choose Broadcom and When to Choose Marvell Technology",
          "source_id": "E0621",
          "timestamp": "2026-09-01T11:41:23+00:00"
        },
        {
          "claim": "Sandisk, Marvell, Robinhood, Novartis, Dell, and More Stocks That Explain Today’s Market",
          "source_id": "E0622",
          "timestamp": "2026-09-01T11:08:00+00:00"
        },
        {
          "claim": "MRVL fundamentals snapshot: PE 70.31; market cap/assets $185.60B; revenue scale $9.45B; revenue QoQ 13.30%; revenue YoY 30.62%; gross margin 53.14%; net margin 11.24%; ROIC 5.73%; engine score health 49.26 / valuation 14.29.",
          "source_id": "E1151",
          "timestamp": "2026-08-31T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Marvell Technology, Inc., together with its subsidiaries, provides data infrastructure semiconductor solutions and spanning the data center core to network edge in the United States, Argentina, China, India, Israel, Japan, Singapore, South Korea, Taiwan, Vietnam, and internation...",
        "gross_margin": "53.14%",
        "health_score": "49.26",
        "market_cap": "$185.60B",
        "name": "Marvell Technology, Inc.",
        "net_margin": "11.24%",
        "pe_ratio": "70.31",
        "revenue_growth_qoq": "13.30%",
        "revenue_growth_yoy": "30.62%",
        "revenue_scale": "$9.45B",
        "roic": "5.73%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mrvl/",
        "ticker": "MRVL",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": "14.29"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -4.0% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 211.66 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "MRVL",
        "timestamp": "2026-09-01T13:41:51+00:00",
        "price": 200.82,
        "previous_close": 211.66,
        "change": -10.840000000000003,
        "change_pct": -0.05121421147122751,
        "change_5d_pct": -0.16457277676692939,
        "change_20d_pct": -0.08129373089161063,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/MRVL?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "breakdown_20d",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_contract_order",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 2,
        "price_action": 14,
        "price_confirmation": 4,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 55,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0057",
        "E0619",
        "E0620",
        "E0621",
        "E0622",
        "E1151"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "MRVL",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "S",
      "business_summary": "业务：Comstock Resources主要经营油气资源勘探、开发和生产，收入主要来自原油、天然气和NGL销售。行业地位：Comstock Resources是油气上游赛道的重要参与者，可比/竞争公司包括Canadian Natural Resources、EOG Resources、Occidental Petroleum、Diamondback Energy。关键变量主要是油价、天然气价格、产量增长、单位成本、储量替代、资本纪律和套保策略。",
      "core_catalyst": "Comstock Resources Enters Into Letter of Intent to Sell Assets to Azerbaijan State Oil Company for $1.65 Billion",
      "evidence_summary": "CRK moved +9.2% in the latest session, +9.9% relative to benchmark, with volume at 1.3x its 20-day average. Reliable catalyst source: E1148.",
      "facts": [
        {
          "claim": "CRK moved +9.2% in the latest session, +9.9% relative to benchmark, with volume at 1.3x its 20-day average.",
          "source_id": "E0470",
          "timestamp": "2026-09-01T00:00:00+00:00"
        },
        {
          "claim": "Comstock Resources Enters Into Letter of Intent to Sell Assets to Azerbaijan State Oil Company for $1.65 Billion",
          "source_id": "E1148",
          "timestamp": "2026-09-01T12:07:19+00:00"
        },
        {
          "claim": "COMSTOCK ANNOUNCES $1.65 BILLION STRATEGIC PARTNERSHIP WITH SOCAR AND $450 MILLION DRILLING JOINT VENTURE WITH JERRY JONES",
          "source_id": "E1149",
          "timestamp": "2026-09-01T11:30:00+00:00"
        },
        {
          "claim": "CRK fundamentals snapshot: PE 9.15; market cap/assets $4.63B; revenue scale $1.88B; revenue QoQ n/a; revenue YoY n/a; gross margin 59.88%; net margin 2.48%; ROIC 0.34%.",
          "source_id": "E1152",
          "timestamp": "2026-09-01T13:41:24.715493+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Comstock Resources, Inc., an independent energy company, engages in the acquisition, exploration, development, and production of natural gas and oil properties in the United States. Its assets covering an area of approximately 1,069,991 acres are located in the Haynesville and B...",
        "gross_margin": "59.88%",
        "health_score": null,
        "market_cap": "$4.63B",
        "name": "Comstock Resources, Inc.",
        "net_margin": "2.48%",
        "pe_ratio": "9.15",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$1.88B",
        "roic": "0.34%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crk/",
        "ticker": "CRK",
        "timestamp": "2026-09-01T13:41:24.715493+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +9.9% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 14.43 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "CRK",
        "timestamp": "2026-09-01T13:41:52+00:00",
        "price": 15.835,
        "previous_close": 14.43,
        "change": 1.4050000000000011,
        "change_pct": 0.09736659736659736,
        "change_5d_pct": 0.11750175827391551,
        "change_20d_pct": 0.19060148668502164,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/CRK?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "breakout_20d",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_regulatory_policy"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 26,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 3,
        "price_action": 19,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 52,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 5
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0470",
        "E1148",
        "E1149",
        "E1152"
      ],
      "stage": "expanding",
      "theme": "regulatory or policy catalyst",
      "ticker": "CRK",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "S",
      "business_summary": "业务：NIO主要研发、制造和销售高端智能电动车，并运营换电、补能和用户服务生态。行业地位：NIO是汽车制造赛道的重要参与者，可比/竞争公司包括General Motors、Ferrari、Honda Motor、Stellantis。关键变量主要是销量、车型周期、价格竞争、电池成本、监管排放、软件能力和产能利用率。",
      "core_catalyst": "Nio Second-Quarter Revenue Jumps 69%; Expects Vehicle Delivery Growth to Continue",
      "evidence_summary": "NIO moved -4.8% in the latest session, -4.2% relative to benchmark, with volume at 0.9x its 20-day average. Reliable catalyst source: E0998.",
      "facts": [
        {
          "claim": "NIO moved -4.8% in the latest session, -4.2% relative to benchmark, with volume at 0.9x its 20-day average.",
          "source_id": "E0319",
          "timestamp": "2026-09-01T00:00:00+00:00"
        },
        {
          "claim": "Nio Second-Quarter Revenue Jumps 69%; Expects Vehicle Delivery Growth to Continue",
          "source_id": "E0998",
          "timestamp": "2026-09-01T12:47:52+00:00"
        },
        {
          "claim": "NIO Stock Slides as Sales Outlook Falls Short",
          "source_id": "E0999",
          "timestamp": "2026-09-01T12:15:00+00:00"
        },
        {
          "claim": "NIO Stock Falls After Q2 Revenue Miss, But CFO Says Confident In Achieving Full-Year ‘Operating Objectives’",
          "source_id": "E1000",
          "timestamp": "2026-09-01T11:56:46+00:00"
        },
        {
          "claim": "NIO Swings to Q2 Adjusted Earnings, Revenue Increases",
          "source_id": "E1001",
          "timestamp": "2026-09-01T10:33:19+00:00"
        },
        {
          "claim": "NIO fundamentals snapshot: PE n/a; market cap/assets $10.07B; revenue scale $14.64B; revenue QoQ n/a; revenue YoY n/a; gross margin 19.03%; net margin -1.94%; ROIC -2.82%.",
          "source_id": "E1153",
          "timestamp": "2026-09-01T13:41:24.715120+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "NIO Inc. designs, develops, manufactures, and sells smart electric vehicles in China, Europe, and internationally. It offers five and six-seater electric SUVs, as well as smart electric sedans. The company also offers power solutions, including Power Home, a home charging soluti...",
        "gross_margin": "19.03%",
        "health_score": null,
        "market_cap": "$10.07B",
        "name": "NIO Inc.",
        "net_margin": "-1.94%",
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$14.64B",
        "roic": "-2.82%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/nio/",
        "ticker": "NIO",
        "timestamp": "2026-09-01T13:41:24.715120+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -4.2% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 4.23 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "NIO",
        "timestamp": "2026-09-01T13:41:55+00:00",
        "price": 4.039,
        "previous_close": 4.24,
        "change": -0.2010000000000005,
        "change_pct": -0.047405660377358605,
        "change_5d_pct": -0.09235951165872269,
        "change_20d_pct": -0.15147062903633624,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/NIO?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "near_local_low",
        "breakdown_20d",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 3,
        "price_action": 13,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 51,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 3
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0319",
        "E0998",
        "E0999",
        "E1000",
        "E1001",
        "E1153"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "NIO",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "S",
      "business_summary": "业务：Circle Internet Group主要经营稳定币和数字资产金融基础设施，收入与储备资产收益、支付和平台服务相关。行业地位：Circle Internet Group是资本市场服务赛道的重要公司，可比/竞争公司包括Raymond James Financial、LPL Financial Holdings、Tradeweb Markets、Futu Holdings。关键变量主要是交易活跃度、IPO和并购周期、利率波动、资产价格、监管政策和客户资产规模。",
      "core_catalyst": "Crypto Stocks Slide as Bitcoin and Ethereum Hold Flat: Circle Internet and Bitmine Fall 4%, Coinbase Drops 3%",
      "evidence_summary": "CRCL moved -6.6% in the latest session, -5.9% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0843.",
      "facts": [
        {
          "claim": "CRCL moved -6.6% in the latest session, -5.9% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0194",
          "timestamp": "2026-09-01T00:00:00+00:00"
        },
        {
          "claim": "Crypto Stocks Slide as Bitcoin and Ethereum Hold Flat: Circle Internet and Bitmine Fall 4%, Coinbase Drops 3%",
          "source_id": "E0843",
          "timestamp": "2026-09-01T13:28:27+00:00"
        },
        {
          "claim": "Bitmine Rises 4% as ETH Holdings Near 5% of Supply, Circle Internet Group Surges 8%, Coinbase Climbs 5%",
          "source_id": "E0844",
          "timestamp": "2026-08-31T18:06:01+00:00"
        },
        {
          "claim": "Circle Internet Group (CRCL) Lands Chelsea Shirt Sponsorship For 2026 27 Season",
          "source_id": "E0845",
          "timestamp": "2026-08-29T15:05:49+00:00"
        },
        {
          "claim": "CRCL fundamentals snapshot: PE 49.56; market cap/assets $22.69B; revenue scale $2.91B; revenue QoQ n/a; revenue YoY n/a; gross margin 22.08%; net margin 6.88%; ROIC 1.70%.",
          "source_id": "E1154",
          "timestamp": "2026-09-01T13:41:24.718938+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Circle Internet Group, Inc. operates as a platform, network, and market infrastructure for stablecoin and blockchain applications. The company provides various platform including Arc Blockchain and Developer Infrastructure, an open, layer-1 blockchain network purpose-built to br...",
        "gross_margin": "22.08%",
        "health_score": null,
        "market_cap": "$22.69B",
        "name": "Circle Internet Group",
        "net_margin": "6.88%",
        "pe_ratio": "49.56",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$2.91B",
        "roic": "1.70%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crcl/",
        "ticker": "CRCL",
        "timestamp": "2026-09-01T13:41:24.718938+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -5.9% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 95.55 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "CRCL",
        "timestamp": "2026-09-01T13:41:54+00:00",
        "price": 89.22,
        "previous_close": 95.585,
        "change": -6.364999999999995,
        "change_pct": -0.06658994612125324,
        "change_5d_pct": -0.030428132419165643,
        "change_20d_pct": 0.4105928853754941,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/CRCL?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 28,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 15,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 49,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0194",
        "E0843",
        "E0844",
        "E0845",
        "E1154"
      ],
      "stage": "reversal_risk",
      "theme": "supply-demand mismatch",
      "ticker": "CRCL",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "S",
      "business_summary": "业务：Bitmine Immersion Technologies主要经营投行、券商、交易平台、做市、财富顾问、数字资产或资本市场基础设施服务。行业地位：Bitmine Immersion Technologies是资本市场服务赛道的重要参与者，可比/竞争公司包括Raymond James Financial、Circle Internet Group、LPL Financial Holdings、Tradeweb Markets。关键变量主要是交易活跃度、IPO和并购周期、利率波动、资产价格、监管政策和客户资产规模。",
      "core_catalyst": "Crypto Stocks Slide as Bitcoin and Ethereum Hold Flat: Circle Internet and Bitmine Fall 4%, Coinbase Drops 3%",
      "evidence_summary": "BMNR moved -6.0% in the latest session, -5.4% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1049.",
      "facts": [
        {
          "claim": "BMNR moved -6.0% in the latest session, -5.4% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0361",
          "timestamp": "2026-09-01T00:00:00+00:00"
        },
        {
          "claim": "Crypto Stocks Slide as Bitcoin and Ethereum Hold Flat: Circle Internet and Bitmine Fall 4%, Coinbase Drops 3%",
          "source_id": "E1049",
          "timestamp": "2026-09-01T13:28:27+00:00"
        },
        {
          "claim": "Bitmine Rises 4% as ETH Holdings Near 5% of Supply, Circle Internet Group Surges 8%, Coinbase Climbs 5%",
          "source_id": "E1050",
          "timestamp": "2026-08-31T18:06:01+00:00"
        },
        {
          "claim": "Tom Lee's Bitmine Buys $131M of ETH in Largest Ethereum Purchase Since June",
          "source_id": "E1051",
          "timestamp": "2026-08-31T14:54:47+00:00"
        },
        {
          "claim": "Bitmine Accelerates Ethereum Purchases To Close Out August",
          "source_id": "E1052",
          "timestamp": "2026-08-31T14:28:00+00:00"
        },
        {
          "claim": "BMNR fundamentals snapshot: PE n/a; market cap/assets n/a; revenue scale n/a; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC n/a.",
          "source_id": "E1155",
          "timestamp": "2026-09-01T13:41:24.716228+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": null,
        "health_score": null,
        "market_cap": null,
        "name": "Bitmine Immersion Technologies, Inc.",
        "net_margin": null,
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": null,
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "BMNR",
        "timestamp": "2026-09-01T13:41:24.716228+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -5.4% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 25.32 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "BMNR",
        "timestamp": "2026-09-01T13:41:54+00:00",
        "price": 23.77,
        "previous_close": 25.36,
        "change": -1.5899999999999999,
        "change_pct": -0.0626971608832807,
        "change_5d_pct": -0.042304581294703936,
        "change_20d_pct": 0.3132596408304533,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/BMNR?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_news",
        "catalyst_supply_demand_mismatch"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 13,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 48,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0361",
        "E1049",
        "E1050",
        "E1051",
        "E1052",
        "E1155"
      ],
      "stage": "reversal_risk",
      "theme": "supply-demand mismatch",
      "ticker": "BMNR",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "A",
      "business_summary": "业务：SanDisk 聚焦闪存和存储产品，覆盖 NAND 闪存、固态硬盘、存储卡、U 盘以及企业和消费存储解决方案。行业地位：存储硬件周期股，核心受 NAND 供需、价格周期、AI/数据中心存储需求和消费电子库存影响。",
      "core_catalyst": "MU And SNDK's Nascent Rebound Faces A New Test — China's CXMT Reportedly Makes Major Breakthrough With New AI Memory Chip",
      "evidence_summary": "SNDK moved -1.8% in the latest session, -1.1% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0568.",
      "facts": [
        {
          "claim": "SNDK moved -1.8% in the latest session, -1.1% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0042",
          "timestamp": "2026-09-01T00:00:00+00:00"
        },
        {
          "claim": "MU And SNDK's Nascent Rebound Faces A New Test — China's CXMT Reportedly Makes Major Breakthrough With New AI Memory Chip",
          "source_id": "E0568",
          "timestamp": "2026-09-01T04:14:16+00:00"
        },
        {
          "claim": "The Ceiling SanDisk Wrote Into Its Own Contracts",
          "source_id": "E0569",
          "timestamp": "2026-08-31T23:35:10+00:00"
        },
        {
          "claim": "Sandisk, Marvell, Robinhood, Novartis, Dell, and More Stocks That Explain Today’s Market",
          "source_id": "E0570",
          "timestamp": "2026-09-01T11:08:00+00:00"
        },
        {
          "claim": "Social Buzz: Wallstreetbets Stocks Decline Premarket Tuesday; Sandisk, Micron Technology to Open Lower",
          "source_id": "E0571",
          "timestamp": "2026-09-01T10:50:09+00:00"
        },
        {
          "claim": "SNDK fundamentals snapshot: PE 18.96; market cap/assets $216.80B; revenue scale $20.25B; revenue QoQ 50.67%; revenue YoY 175.30%; gross margin 84.57%; net margin 77.00%; ROIC 55.05%; engine score health 83.33 / valuation 100.00.",
          "source_id": "E1156",
          "timestamp": "2026-08-27T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Sandisk Corporation develops, manufactures, and sells data storage devices and solutions using NAND flash technology in the Americas, Europe, the Middle East, Africa, Asia, and internationally. The company provides solid state drives for desktop and notebook PCs, gaming consoles...",
        "gross_margin": "84.57%",
        "health_score": "83.33",
        "market_cap": "$216.80B",
        "name": "Sandisk Corporation",
        "net_margin": "77.00%",
        "pe_ratio": "18.96",
        "revenue_growth_qoq": "50.67%",
        "revenue_growth_yoy": "175.30%",
        "revenue_scale": "$20.25B",
        "roic": "55.05%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/sndk/",
        "ticker": "SNDK",
        "timestamp": "2026-08-27T00:00:00+00:00",
        "valuation_score": "100.00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -1.1% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 1566.70 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "SNDK",
        "timestamp": "2026-09-01T13:41:55+00:00",
        "price": 1526.165,
        "previous_close": 1566.7,
        "change": -40.53500000000008,
        "change_pct": -0.025872853769068782,
        "change_5d_pct": 0.03065633411670521,
        "change_20d_pct": 0.06902747595288705,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/SNDK?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "gap_move",
        "event_news",
        "catalyst_geopolitics",
        "event_news",
        "catalyst_contract_order",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 4,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 48,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 5
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0042",
        "E0568",
        "E0569",
        "E0570",
        "E0571",
        "E1156"
      ],
      "stage": "expanding",
      "theme": "geopolitical risk",
      "ticker": "SNDK",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Research Now",
      "action_type": "news",
      "attention_grade": "A",
      "business_summary": "业务：Lumentum Holdings主要经营光通信器件、激光器和光子产品，服务数据中心、通信和工业客户。行业地位：Lumentum Holdings是通信设备赛道的核心公司，可比/竞争公司包括Motorola Solutions、Nokia Oyj、Ubiquiti、Telefonaktiebolaget LM Ericsson (publ)。关键变量主要是运营商资本开支、数据中心互联、AI网络需求、库存周期、价格竞争和地缘供应链。",
      "core_catalyst": "Deutsche Bank Initiates Lumentum Holdings at Buy With $1,200 Price Target",
      "evidence_summary": "LITE moved -3.7% in the latest session, -3.0% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0717.",
      "facts": [
        {
          "claim": "LITE moved -3.7% in the latest session, -3.0% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0116",
          "timestamp": "2026-09-01T00:00:00+00:00"
        },
        {
          "claim": "Deutsche Bank Initiates Lumentum Holdings at Buy With $1,200 Price Target",
          "source_id": "E0717",
          "timestamp": "2026-09-01T11:15:31+00:00"
        },
        {
          "claim": "Lumentum Holdings (LITE) Is Up 7.8% After New AI Connectivity Push And Analyst Coverage - Has The Bull Case Changed?",
          "source_id": "E0718",
          "timestamp": "2026-08-31T15:12:43+00:00"
        },
        {
          "claim": "Deere upgraded, Lumentum initiated: Wall Street's top analyst calls",
          "source_id": "E0719",
          "timestamp": "2026-08-31T13:45:04+00:00"
        },
        {
          "claim": "What Does Lumentum Holdings (LITE) New AI Backing Mean For Its Growth?",
          "source_id": "E0720",
          "timestamp": "2026-08-31T14:15:42+00:00"
        },
        {
          "claim": "LITE fundamentals snapshot: PE n/a; market cap/assets $81.05B; revenue scale $3.01B; revenue QoQ 24.48%; revenue YoY 83.22%; gross margin 47.43%; net margin -711.69%; ROIC 7.18%; engine score health 52.00 / valuation 20.00.",
          "source_id": "E1157",
          "timestamp": "2026-08-31T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Lumentum Holdings Inc. manufactures and sells optical and photonic products in the Americas, the Asia-Pacific, Europe, the Middle East, and Africa. It offers component products, including semiconductor laser chips, laser sub-assemblies, line subsystems, and wavelength management...",
        "gross_margin": "47.43%",
        "health_score": "52.00",
        "market_cap": "$81.05B",
        "name": "Lumentum Holdings Inc.",
        "net_margin": "-711.69%",
        "pe_ratio": null,
        "revenue_growth_qoq": "24.48%",
        "revenue_growth_yoy": "83.22%",
        "revenue_scale": "$3.01B",
        "roic": "7.18%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/lite/",
        "ticker": "LITE",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": "20.00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -3.0% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 914.76 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "LITE",
        "timestamp": "2026-09-01T13:41:55+00:00",
        "price": 876.844,
        "previous_close": 914.76,
        "change": -37.91599999999994,
        "change_pct": -0.04144912326730499,
        "change_5d_pct": -0.00984795290844076,
        "change_20d_pct": 0.03222483459211278,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/LITE?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_analyst",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 7,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 47,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0116",
        "E0717",
        "E0718",
        "E0719",
        "E0720",
        "E1157"
      ],
      "stage": "reversal_risk",
      "theme": "catalyst attention signal",
      "ticker": "LITE",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "A",
      "business_summary": "业务：Medtronic主要经营心血管、糖尿病、神经科学、外科和医疗器械平台，服务医院和患者。行业地位：Medtronic是医疗器械赛道的核心公司，可比/竞争公司包括Stryker、Edwards Lifesciences、Koninklijke Philips、DexCom。关键变量主要是手术量、医院资本开支、新品获批、医生采用、毛利率和供应链成本。",
      "core_catalyst": "Here's What Key Metrics Tell Us About Medtronic (MDT) Q1 Earnings",
      "evidence_summary": "MDT moved +2.5% in the latest session, +3.2% relative to benchmark, with volume at 0.4x its 20-day average. Reliable catalyst source: E0670.",
      "facts": [
        {
          "claim": "MDT moved +2.5% in the latest session, +3.2% relative to benchmark, with volume at 0.4x its 20-day average.",
          "source_id": "E0083",
          "timestamp": "2026-09-01T00:00:00+00:00"
        },
        {
          "claim": "Here's What Key Metrics Tell Us About Medtronic (MDT) Q1 Earnings",
          "source_id": "E0670",
          "timestamp": "2026-09-01T13:30:02+00:00"
        },
        {
          "claim": "Medtronic Raises Full-Year Outlook Following Fiscal First-Quarter Beat",
          "source_id": "E0671",
          "timestamp": "2026-09-01T13:09:07+00:00"
        },
        {
          "claim": "What Medtronic (MDT)'s Cornerstone Robotics Deal Means For Shareholders",
          "source_id": "E0672",
          "timestamp": "2026-09-01T12:16:20+00:00"
        },
        {
          "claim": "Medtronic (MDT) Invests In Pi Cardia For Complex TAVR Procedures",
          "source_id": "E0673",
          "timestamp": "2026-09-01T13:08:25+00:00"
        },
        {
          "claim": "MDT fundamentals snapshot: PE 24.18; market cap/assets $116.05B; revenue scale $36.36B; revenue QoQ 8.75%; revenue YoY 8.43%; gross margin 75.87%; net margin 12.67%; ROIC 6.95%; engine score health 33.89 / valuation 80.00.",
          "source_id": "E1158",
          "timestamp": "2026-08-31T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Medtronic plc develops, manufactures, and sells device-based medical therapies to healthcare systems, physicians, clinicians, and patients in the United States, Ireland, and internationally. It operates through three segments: The Cardiovascular Portfolio, Neuroscience Portfolio...",
        "gross_margin": "75.87%",
        "health_score": "33.89",
        "market_cap": "$116.05B",
        "name": "Medtronic plc",
        "net_margin": "12.67%",
        "pe_ratio": "24.18",
        "revenue_growth_qoq": "8.75%",
        "revenue_growth_yoy": "8.43%",
        "revenue_scale": "$36.36B",
        "roic": "6.95%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mdt/",
        "ticker": "MDT",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": "80.00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +3.2% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 90.65 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "MDT",
        "timestamp": "2026-09-01T13:41:55+00:00",
        "price": 92.755,
        "previous_close": 90.68,
        "change": 2.0749999999999886,
        "change_pct": 0.022882664314071377,
        "change_5d_pct": 0.017719998037820872,
        "change_20d_pct": 0.07604412162211194,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/MDT?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "benchmark_relative_move",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_contract_order",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 5,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 47,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 5
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0083",
        "E0670",
        "E0671",
        "E0672",
        "E0673",
        "E1158"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "MDT",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "news",
      "attention_grade": "A",
      "business_summary": "业务：诺华聚焦创新药，产品包括Entresto、Leqvio、Cosentyx、Kisqali、Kesimpta、Pluvicto、Lutathera、Scemblix等，覆盖心衰、降脂、银屑病、多发性硬化、乳腺癌、前列腺癌和血液肿瘤等领域。公司通过医院、专科药房、医保支付方和全球商业团队销售，并在放射性配体疗法、基因细胞疗法和RNA相关平台上投入研发与产能。行业地位：诺华是全球大型创新药公司，剥离山德士后组合更集中，放射性配体疗法和心血管代谢产品是差异化标签。关键变量包括Entresto专利和仿制药挑战、Pluvicto产能与适应症扩展、Kisqali和Cosentyx竞争、美国药价政策、临床管线成败、并购补强、欧洲和新兴市场准入以及汇率。",
      "core_catalyst": "Novartis Shares Climb After Pill Hits Goals in Multiple Sclerosis Trials",
      "evidence_summary": "NVS moved +6.6% in the latest session, +7.3% relative to benchmark, with volume at 0.7x its 20-day average. Reliable catalyst source: E0547.",
      "facts": [
        {
          "claim": "NVS moved +6.6% in the latest session, +7.3% relative to benchmark, with volume at 0.7x its 20-day average.",
          "source_id": "E0034",
          "timestamp": "2026-09-01T00:00:00+00:00"
        },
        {
          "claim": "Novartis Shares Climb After Pill Hits Goals in Multiple Sclerosis Trials",
          "source_id": "E0547",
          "timestamp": "2026-09-01T11:01:00+00:00"
        },
        {
          "claim": "Why Novartis Just Surged 6%, Eyeing A Breakout",
          "source_id": "E0548",
          "timestamp": "2026-09-01T13:14:31+00:00"
        },
        {
          "claim": "Why Novartis Stock Is Heading for Its Best Day Since 2023 After 3 Patient Deaths",
          "source_id": "E0549",
          "timestamp": "2026-09-01T11:34:00+00:00"
        },
        {
          "claim": "Sandisk, Marvell, Robinhood, Novartis, Dell, and More Stocks That Explain Today’s Market",
          "source_id": "E0550",
          "timestamp": "2026-09-01T11:08:00+00:00"
        },
        {
          "claim": "NVS fundamentals snapshot: PE 22.72; market cap/assets $289.79B; revenue scale $56.69B; revenue QoQ n/a; revenue YoY n/a; gross margin 75.40%; net margin 21.83%; ROIC 4.86%.",
          "source_id": "E1159",
          "timestamp": "2026-09-01T13:41:28.647696+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Novartis AG researches, develops, manufactures, distributes, markets, and sells pharmaceutical medicines in Switzerland and internationally. The company offers Entresto, an angiotensin receptorneprilysin inhibitor to treat symptomatic chronic heart failure with reduced ejection...",
        "gross_margin": "75.40%",
        "health_score": null,
        "market_cap": "$289.79B",
        "name": "Novartis AG",
        "net_margin": "21.83%",
        "pe_ratio": "22.72",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$56.69B",
        "roic": "4.86%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/nvs/",
        "ticker": "NVS",
        "timestamp": "2026-09-01T13:41:28.647696+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +7.3% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 152.06 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "NVS",
        "timestamp": "2026-09-01T13:41:52+00:00",
        "price": 162.25,
        "previous_close": 152.06,
        "change": 10.189999999999998,
        "change_pct": 0.06701302117585173,
        "change_5d_pct": 0.014189300744369193,
        "change_20d_pct": 0.05858938785945189,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/NVS?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "breakout_20d",
        "event_news",
        "catalyst_new_product",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 22,
        "catalyst_strength": 4,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 16,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 46,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 3
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0034",
        "E0547",
        "E0548",
        "E0549",
        "E0550",
        "E1159"
      ],
      "stage": "expanding",
      "theme": "new product catalyst",
      "ticker": "NVS",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "A",
      "business_summary": "业务：Coinbase 运营加密资产交易平台，向个人和机构客户提供交易、托管、质押、稳定币相关服务和订阅产品。行业地位：美国合规加密交易平台龙头，业绩对加密资产价格、交易量、监管环境和稳定币生态高度敏感。",
      "core_catalyst": "Crypto Stocks Slide as Bitcoin and Ethereum Hold Flat: Circle Internet and Bitmine Fall 4%, Coinbase Drops 3%",
      "evidence_summary": "COIN moved -5.2% in the latest session, -4.5% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0772.",
      "facts": [
        {
          "claim": "COIN moved -5.2% in the latest session, -4.5% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0143",
          "timestamp": "2026-09-01T00:00:00+00:00"
        },
        {
          "claim": "Crypto Stocks Slide as Bitcoin and Ethereum Hold Flat: Circle Internet and Bitmine Fall 4%, Coinbase Drops 3%",
          "source_id": "E0772",
          "timestamp": "2026-09-01T13:28:27+00:00"
        },
        {
          "claim": "Bitmine Rises 4% as ETH Holdings Near 5% of Supply, Circle Internet Group Surges 8%, Coinbase Climbs 5%",
          "source_id": "E0773",
          "timestamp": "2026-08-31T18:06:01+00:00"
        },
        {
          "claim": "Coinbase And Webull Join Forces In Canada",
          "source_id": "E0774",
          "timestamp": "2026-08-31T19:55:00+00:00"
        },
        {
          "claim": "Coinbase CEO Says Tokenized Assets Could Do For Finance What the iPhone Did For Tech: ‘An Entirely New Wave of Companies’",
          "source_id": "E0775",
          "timestamp": "2026-08-31T17:31:04+00:00"
        },
        {
          "claim": "COIN fundamentals snapshot: PE n/a; market cap/assets $49.62B; revenue scale $5.53B; revenue QoQ -13.65%; revenue YoY -21.04%; gross margin 84.44%; net margin -29.46%; ROIC 0.31%; engine score health 38.75 / valuation 78.57.",
          "source_id": "E1160",
          "timestamp": "2026-08-31T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Coinbase Global, Inc. operates platform for crypto assets in the United States and internationally. It provides the primary financial account in the crypto economy for consumers; a brokerage platform with a pool of liquidity across the crypto marketplace for institutions; and a...",
        "gross_margin": "84.44%",
        "health_score": "38.75",
        "market_cap": "$49.62B",
        "name": "Coinbase Global, Inc.",
        "net_margin": "-29.46%",
        "pe_ratio": null,
        "revenue_growth_qoq": "-13.65%",
        "revenue_growth_yoy": "-21.04%",
        "revenue_scale": "$5.53B",
        "roic": "0.31%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/coin/",
        "ticker": "COIN",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": "78.57"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -4.5% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 188.12 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "COIN",
        "timestamp": "2026-09-01T13:41:52+00:00",
        "price": 178.53,
        "previous_close": 188.12,
        "change": -9.590000000000003,
        "change_pct": -0.050978099085689954,
        "change_5d_pct": -0.04611029863885663,
        "change_20d_pct": 0.18443577960894042,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/COIN?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 11,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 46,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0143",
        "E0772",
        "E0773",
        "E0774",
        "E0775",
        "E1160"
      ],
      "stage": "reversal_risk",
      "theme": "supply-demand mismatch",
      "ticker": "COIN",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Add to Watchlist",
      "action_type": "earnings",
      "attention_grade": "A",
      "business_summary": "业务：ServiceNow主要提供企业工作流自动化平台，覆盖IT服务、人力、客户服务、安全和行业流程。行业地位：ServiceNow是应用软件赛道的核心公司，可比/竞争公司包括Shopify、Strategy、Datadog、Snowflake。关键变量主要是订阅留存、净收入扩张、AI功能变现、销售效率、云成本、竞争和估值倍数。",
      "core_catalyst": "Servicenow Insider Sold Shares Worth $365,851, According to a Recent SEC Filing",
      "evidence_summary": "NOW moved -2.1% in the latest session, -1.4% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0686.",
      "facts": [
        {
          "claim": "NOW moved -2.1% in the latest session, -1.4% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0088",
          "timestamp": "2026-09-01T00:00:00+00:00"
        },
        {
          "claim": "Servicenow Insider Sold Shares Worth $365,851, According to a Recent SEC Filing",
          "source_id": "E0686",
          "timestamp": "2026-08-31T20:40:03+00:00"
        },
        {
          "claim": "$4.9 Billion Business Service Management Industry Outlook 2026-2030 - Featuring Profiles of IBM, ServiceNow, and BMC Software",
          "source_id": "E0687",
          "timestamp": "2026-08-31T08:06:00+00:00"
        },
        {
          "claim": "UiPath vs. ServiceNow: 1 Stock Is the Better Buy in the Enterprise AI Automation Battle",
          "source_id": "E0688",
          "timestamp": "2026-08-31T15:27:33+00:00"
        },
        {
          "claim": "ServiceNow Vs. Salesforce: Who’s Better Positioned to Capitalize on AI?",
          "source_id": "E0689",
          "timestamp": "2026-08-31T12:42:01+00:00"
        },
        {
          "claim": "NOW fundamentals snapshot: PE 91.62; market cap/assets $153.00B; revenue scale $14.73B; revenue QoQ 5.76%; revenue YoY 22.19%; gross margin 70.68%; net margin 7.47%; ROIC 5.31%; engine score health 43.75 / valuation 12.50.",
          "source_id": "E1161",
          "timestamp": "2026-08-31T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "ServiceNow, Inc. provides cloud-based solution for digital workflows in the North America, Brazil, Europe, the Middle East and Africa, Asia Pacific, and internationally. The company provides asset management, integrated risk management, IT service management, Operational Technol...",
        "gross_margin": "70.68%",
        "health_score": "43.75",
        "market_cap": "$153.00B",
        "name": "ServiceNow, Inc.",
        "net_margin": "7.47%",
        "pe_ratio": "91.62",
        "revenue_growth_qoq": "5.76%",
        "revenue_growth_yoy": "22.19%",
        "revenue_scale": "$14.73B",
        "roic": "5.31%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/now/",
        "ticker": "NOW",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": "12.50"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -1.4% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 147.99 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "NOW",
        "timestamp": "2026-09-01T13:41:53+00:00",
        "price": 145.84,
        "previous_close": 148.14,
        "change": -2.299999999999983,
        "change_pct": -0.015525853921965593,
        "change_5d_pct": 0.14834645669291335,
        "change_20d_pct": 0.23446758721397676,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/NOW?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_5d_move",
        "gap_move",
        "event_news",
        "catalyst_regulatory_policy",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 3,
        "price_action": 5,
        "price_confirmation": 2,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 46,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "watch_only",
      "source_ids": [
        "E0088",
        "E0686",
        "E0687",
        "E0688",
        "E0689",
        "E1161"
      ],
      "stage": "expanding",
      "theme": "regulatory or policy catalyst",
      "ticker": "NOW",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Add to Watchlist",
      "action_type": "earnings",
      "attention_grade": "A",
      "business_summary": "业务：CrowdStrike 通过 Falcon 云平台提供终端安全、威胁情报、云安全、身份保护和安全运营模块，收入主要来自订阅。行业地位：云原生终端安全龙头之一，增长看平台模块扩展、客户留存、事故影响修复和企业安全预算。",
      "core_catalyst": "Is AIDR Emerging as CrowdStrike's Next Major Growth Engine?",
      "evidence_summary": "CRWD moved -2.7% in the latest session, -2.0% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0643.",
      "facts": [
        {
          "claim": "CRWD moved -2.7% in the latest session, -2.0% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0070",
          "timestamp": "2026-09-01T00:00:00+00:00"
        },
        {
          "claim": "Is AIDR Emerging as CrowdStrike's Next Major Growth Engine?",
          "source_id": "E0643",
          "timestamp": "2026-09-01T13:31:00+00:00"
        },
        {
          "claim": "CrowdStrike Stock Rises 96% YTD: Time to Hold or Book Profits?",
          "source_id": "E0644",
          "timestamp": "2026-09-01T13:29:00+00:00"
        },
        {
          "claim": "Fortanix and CrowdStrike Partner to Secure Enterprise AI by Reducing Active Threats and Protecting Proprietary Models & Data in Memory",
          "source_id": "E0645",
          "timestamp": "2026-09-01T13:00:00+00:00"
        },
        {
          "claim": "Zacks Investment Ideas feature highlights: DICK'S Sporting Goods, Okta and CrowdStrike",
          "source_id": "E0646",
          "timestamp": "2026-09-01T12:54:00+00:00"
        },
        {
          "claim": "CRWD fundamentals snapshot: PE 4046.00; market cap/assets $236.53B; revenue scale $5.40B; revenue QoQ 6.15%; revenue YoY 24.30%; gross margin 74.57%; net margin 0.36%; ROIC -0.99%; engine score health 62.67 / valuation 15.38.",
          "source_id": "E1162",
          "timestamp": "2026-08-31T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "CrowdStrike Holdings, Inc. provides cybersecurity solutions in the United States and internationally. Its unified platform provides cloud-delivered protection of endpoints, cloud workloads, identity, and data through a software as a service (SaaS) subscription-based model. The c...",
        "gross_margin": "74.57%",
        "health_score": "62.67",
        "market_cap": "$236.53B",
        "name": "CrowdStrike Holdings, Inc.",
        "net_margin": "0.36%",
        "pe_ratio": "4046.00",
        "revenue_growth_qoq": "6.15%",
        "revenue_growth_yoy": "24.30%",
        "revenue_scale": "$5.40B",
        "roic": "-0.99%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crwd/",
        "ticker": "CRWD",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": "15.38"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -2.0% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 231.00 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "CRWD",
        "timestamp": "2026-09-01T13:41:54+00:00",
        "price": 223.485,
        "previous_close": 231.0,
        "change": -7.514999999999986,
        "change_pct": -0.032532467532467524,
        "change_5d_pct": 0.20555072884627168,
        "change_20d_pct": 0.05806741174327157,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/CRWD?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_5d_move",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_news",
        "catalyst_supply_demand_mismatch"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 2,
        "price_action": 5,
        "price_confirmation": 1,
        "risk_reward": 3,
        "time_sensitivity": 3,
        "total": 46,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "watch_only",
      "source_ids": [
        "E0070",
        "E0643",
        "E0644",
        "E0645",
        "E0646",
        "E1162"
      ],
      "stage": "expanding",
      "theme": "supply-demand mismatch",
      "ticker": "CRWD",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "A",
      "business_summary": "业务：Strategy主要经营企业分析软件，并持有大量比特币作为公司财务资产和资本配置核心。行业地位：Strategy是应用软件赛道的核心公司，可比/竞争公司包括Shopify、ServiceNow、Datadog、Snowflake。关键变量主要是订阅留存、净收入扩张、AI功能变现、销售效率、云成本、竞争和估值倍数。",
      "core_catalyst": "Saylor Urges MSCI to Drop 'Discriminatory' Rule That Would Delete Strategy",
      "evidence_summary": "MSTR moved -6.1% in the latest session, -5.4% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0776.",
      "facts": [
        {
          "claim": "MSTR moved -6.1% in the latest session, -5.4% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0144",
          "timestamp": "2026-09-01T00:00:00+00:00"
        },
        {
          "claim": "Saylor Urges MSCI to Drop 'Discriminatory' Rule That Would Delete Strategy",
          "source_id": "E0776",
          "timestamp": "2026-09-01T11:28:45+00:00"
        },
        {
          "claim": "Go Brewing Names Performance Chef and Ultra-Endurance Athlete Dan Churchill Partner and Head of Strategy",
          "source_id": "E0777",
          "timestamp": "2026-09-01T13:13:00+00:00"
        },
        {
          "claim": "Strategy resumes bitcoin buying after 10-week pause, spends $370M",
          "source_id": "E0778",
          "timestamp": "2026-09-01T12:49:58+00:00"
        },
        {
          "claim": "Michael Saylor’s Strategy Calls MSCI’s New Delisting Test ‘Fundamentally Flawed,’ Says It’s Damaging ‘Its Reputation’",
          "source_id": "E0779",
          "timestamp": "2026-09-01T10:38:36+00:00"
        },
        {
          "claim": "MSTR fundamentals snapshot: PE n/a; market cap/assets $48.12B; revenue scale $490.47M; revenue QoQ 1.07%; revenue YoY 6.79%; gross margin 67.06%; net margin -10090.64%; ROIC 0.85%; engine score health 23.29 / valuation n/a.",
          "source_id": "E1163",
          "timestamp": "2026-08-31T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Strategy Inc, together with its subsidiaries, operates as a bitcoin treasury company in the United States, Europe, the Middle East, Africa, and internationally. It offers investors varying degrees of economic exposure to Bitcoin by offering a range of securities, including equit...",
        "gross_margin": "67.06%",
        "health_score": "23.29",
        "market_cap": "$48.12B",
        "name": "Strategy Inc",
        "net_margin": "-10090.64%",
        "pe_ratio": null,
        "revenue_growth_qoq": "1.07%",
        "revenue_growth_yoy": "6.79%",
        "revenue_scale": "$490.47M",
        "roic": "0.85%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mstr/",
        "ticker": "MSTR",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -5.4% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 132.94 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "MSTR",
        "timestamp": "2026-09-01T13:41:55+00:00",
        "price": 125.38,
        "previous_close": 132.94,
        "change": -7.560000000000002,
        "change_pct": -0.05686775989168047,
        "change_5d_pct": -0.01143264062225735,
        "change_20d_pct": 0.28397335423258707,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/MSTR?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 22,
        "catalyst_strength": 4,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 12,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 45,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0144",
        "E0776",
        "E0777",
        "E0778",
        "E0779",
        "E1163"
      ],
      "stage": "reversal_risk",
      "theme": "regulatory or policy catalyst",
      "ticker": "MSTR",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Add to Watchlist",
      "action_type": "earnings",
      "attention_grade": "A",
      "business_summary": "业务：Rocket Lab USA主要经营小型火箭发射、航天器平台和空间系统，收入来自发射服务和航天硬件。行业地位：Rocket Lab USA是航空航天与国防赛道的重要公司，可比/竞争公司包括Lockheed Martin、General Dynamics、Northrop Grumman、TransDigm Group。关键变量主要是国防预算、订单积压、供应链交付、项目执行、航空产量和地缘安全需求。",
      "core_catalyst": "Rocket Lab Keeps Faltering So Why Does One Big Bank Currently Expect 100% Upside?",
      "evidence_summary": "RKLB moved -2.6% in the latest session, -1.9% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0786.",
      "facts": [
        {
          "claim": "RKLB moved -2.6% in the latest session, -1.9% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0154",
          "timestamp": "2026-09-01T00:00:00+00:00"
        },
        {
          "claim": "Rocket Lab Keeps Faltering So Why Does One Big Bank Currently Expect 100% Upside?",
          "source_id": "E0786",
          "timestamp": "2026-09-01T12:31:17+00:00"
        },
        {
          "claim": "BofA Securities Adjusts Price Target on Rocket Lab to $110 From $115",
          "source_id": "E0787",
          "timestamp": "2026-08-31T11:47:29+00:00"
        },
        {
          "claim": "One Space Stock Outran SPCX, ASTS, RKLB And LUNR In August — BofA Says It Can Rally Another 30%",
          "source_id": "E0788",
          "timestamp": "2026-09-01T08:44:05+00:00"
        },
        {
          "claim": "RKLB Stock Rises Overnight Despite Electron Delay — Cathie Wood’s ARK Buy And BofA’s Bullish Call Lift Sentiment",
          "source_id": "E0789",
          "timestamp": "2026-09-01T01:25:43+00:00"
        },
        {
          "claim": "RKLB fundamentals snapshot: PE n/a; market cap/assets $37.23B; revenue scale $769.15M; revenue QoQ n/a; revenue YoY n/a; gross margin 36.13%; net margin -21.04%; ROIC n/a.",
          "source_id": "E1164",
          "timestamp": "2026-09-01T13:41:31.708779+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Rocket Lab Corporation, a space company, provides launch services and space systems solutions in the United States, Canada, Japan, and internationally. The company operates through launch services and space systems segments. The company provides launch services, spacecraft desig...",
        "gross_margin": "36.13%",
        "health_score": null,
        "market_cap": "$37.23B",
        "name": "Rocket Lab USA, Inc.",
        "net_margin": "-21.04%",
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$769.15M",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/rklb/",
        "ticker": "RKLB",
        "timestamp": "2026-09-01T13:41:31.708779+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -1.9% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 63.92 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "RKLB",
        "timestamp": "2026-09-01T13:41:55+00:00",
        "price": 62.14,
        "previous_close": 63.92,
        "change": -1.7800000000000011,
        "change_pct": -0.02784730913642053,
        "change_5d_pct": -0.07128984308830033,
        "change_20d_pct": -0.1656820999026556,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/RKLB?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "gap_move",
        "breakdown_20d",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 10,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 45,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "watch_only",
      "source_ids": [
        "E0154",
        "E0786",
        "E0787",
        "E0788",
        "E0789",
        "E1164"
      ],
      "stage": "expanding",
      "theme": "regulatory or policy catalyst",
      "ticker": "RKLB",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "A",
      "business_summary": "业务：QCT部门销售Snapdragon手机SoC、5G基带、射频前端、Wi-Fi、蓝牙、边缘AI和计算芯片；汽车业务提供数字座舱、车联网、ADAS和智能驾驶平台，IoT覆盖工业、XR、PC和边缘设备；QTL部门基于3G、4G、5G等专利组合向手机和设备厂商收取授权费。行业地位：高端Android移动平台和蜂窝基带领域领先，专利授权利润率高。关键变量包括高端Android周期、Apple自研基带替代节奏、中国手机厂商需求、汽车设计定点转量产、边缘AI芯片竞争、台积电先进制程供应和专利授权争议。",
      "core_catalyst": "SEC 4 filing: 4 2026-08-31",
      "evidence_summary": "QCOM moved -4.5% in the latest session, -3.8% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0591.",
      "facts": [
        {
          "claim": "QCOM moved -4.5% in the latest session, -3.8% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0048",
          "timestamp": "2026-09-01T00:00:00+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-08-31",
          "source_id": "E0591",
          "timestamp": "2026-08-31T17:28:09+00:00"
        },
        {
          "claim": "Qualcomm Just Gained 15% in a Month: Take Profits, or Buy More?",
          "source_id": "E0592",
          "timestamp": "2026-08-31T19:25:55+00:00"
        },
        {
          "claim": "Qualcomm, Humain Launch Horizon Ultra AI PC",
          "source_id": "E0593",
          "timestamp": "2026-08-31T16:39:05+00:00"
        },
        {
          "claim": "Qualcomm vs. Sandisk: Comparing Gradual Revenue Contraction Against Rapid Revenue Acceleration",
          "source_id": "E0594",
          "timestamp": "2026-08-31T12:52:01+00:00"
        },
        {
          "claim": "How Investors May Respond To QCOM Naming Sergio Buniac To Lead Mobile, Compute And Personal AI",
          "source_id": "E0595",
          "timestamp": "2026-08-31T19:07:06+00:00"
        },
        {
          "claim": "QCOM fundamentals snapshot: PE 19.46; market cap/assets $180.20B; revenue scale $44.07B; revenue QoQ -6.15%; revenue YoY 1.88%; gross margin 53.05%; net margin 20.13%; ROIC 17.81%; engine score health 44.45 / valuation 92.86.",
          "source_id": "E1165",
          "timestamp": "2026-08-31T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": "53.05%",
        "health_score": "44.45",
        "market_cap": "$180.20B",
        "name": "QUALCOMM Incorporated",
        "net_margin": "20.13%",
        "pe_ratio": "19.46",
        "revenue_growth_qoq": "-6.15%",
        "revenue_growth_yoy": "1.88%",
        "revenue_scale": "$44.07B",
        "roic": "17.81%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "QCOM",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": "92.86"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -3.8% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 170.48 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "QCOM",
        "timestamp": "2026-09-01T13:41:51+00:00",
        "price": 163.62,
        "previous_close": 170.48,
        "change": -6.859999999999985,
        "change_pct": -0.04023932426091026,
        "change_5d_pct": 0.019058311459487554,
        "change_20d_pct": 0.005840055583378412,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/QCOM?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_new_product",
        "event_earnings",
        "catalyst_earnings",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 9,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 44,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0048",
        "E0591",
        "E0592",
        "E0593",
        "E0594",
        "E0595",
        "E1165"
      ],
      "stage": "reversal_risk",
      "theme": "new product catalyst",
      "ticker": "QCOM",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Add to Watchlist",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：德州仪器主要销售模拟芯片和嵌入式处理器，产品用于把电压、电流、温度、声音和光信号进行转换、调节和管理，重点下游是工业、汽车、通信设备和消费电子。行业地位：全球模拟芯片龙头之一，优势在于产品料号广、生命周期长、渠道深和自有制造能力。",
      "core_catalyst": "SEC 4 filing: 4 2026-08-27",
      "evidence_summary": "TXN moved -2.5% in the latest session, -1.8% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0551.",
      "facts": [
        {
          "claim": "TXN moved -2.5% in the latest session, -1.8% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0035",
          "timestamp": "2026-09-01T00:00:00+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-08-27",
          "source_id": "E0551",
          "timestamp": "2026-08-31T16:25:30+00:00"
        },
        {
          "claim": "Vicor Rides on Strong Backlog Growth: Can It Beat ADI & TXN?",
          "source_id": "E0552",
          "timestamp": "2026-08-31T15:46:00+00:00"
        },
        {
          "claim": "Analogue Computing Market Outlook Report 2026-2030 Featuring Profiles of Analog Devices, Texas Instruments, and Intel",
          "source_id": "E0553",
          "timestamp": "2026-08-31T08:09:00+00:00"
        },
        {
          "claim": "TXN fundamentals snapshot: PE 39.37; market cap/assets $238.28B; revenue scale $19.45B; revenue QoQ 13.22%; revenue YoY 16.66%; gross margin 61.36%; net margin 36.24%; ROIC 20.22%; engine score health 55.00 / valuation 64.29.",
          "source_id": "E1166",
          "timestamp": "2026-08-31T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Texas Instruments Incorporated designs, manufactures, and sells semiconductors to electronics designers and manufacturers in the United States, China, the rest of Asia, Europe, the Middle East, Africa, Japan, and internationally. It operates through Analog and Embedded Processin...",
        "gross_margin": "61.36%",
        "health_score": "55.00",
        "market_cap": "$238.28B",
        "name": "Texas Instruments Incorporated",
        "net_margin": "36.24%",
        "pe_ratio": "39.37",
        "revenue_growth_qoq": "13.22%",
        "revenue_growth_yoy": "16.66%",
        "revenue_scale": "$19.45B",
        "roic": "20.22%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/txn/",
        "ticker": "TXN",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": "64.29"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -1.8% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 260.91 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "TXN",
        "timestamp": "2026-09-01T13:41:39+00:00",
        "price": 254.455,
        "previous_close": 260.91,
        "change": -6.4550000000000125,
        "change_pct": -0.02474033191521985,
        "change_5d_pct": -0.02151504732014453,
        "change_20d_pct": -0.10286290018881017,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/TXN?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "breakdown_20d",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_earnings",
        "catalyst_earnings"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 9,
        "price_confirmation": 1,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 44,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "watch_only",
      "source_ids": [
        "E0035",
        "E0551",
        "E0552",
        "E0553",
        "E1166"
      ],
      "stage": "expanding",
      "theme": "supply-demand mismatch",
      "ticker": "TXN",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "B",
      "business_summary": "业务：IREN主要经营投行、券商、交易平台、做市、财富顾问、数字资产或资本市场基础设施服务。行业地位：IREN是资本市场服务赛道的重要参与者，可比/竞争公司包括Raymond James Financial、Circle Internet Group、LPL Financial Holdings、Tradeweb Markets。关键变量主要是交易活跃度、IPO和并购周期、利率波动、资产价格、监管政策和客户资产规模。",
      "core_catalyst": "IREN (IREN) Swaps Bitcoin Rigs For Microsoft’s (MSFT) GPU Contracts",
      "evidence_summary": "IREN moved -4.6% in the latest session, -3.9% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0966.",
      "facts": [
        {
          "claim": "IREN moved -4.6% in the latest session, -3.9% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0279",
          "timestamp": "2026-09-01T00:00:00+00:00"
        },
        {
          "claim": "IREN (IREN) Swaps Bitcoin Rigs For Microsoft’s (MSFT) GPU Contracts",
          "source_id": "E0966",
          "timestamp": "2026-09-01T08:39:47+00:00"
        },
        {
          "claim": "IREN vs. CIFR: Which Bitcoin Miner Is the Better AI Play?",
          "source_id": "E0967",
          "timestamp": "2026-08-31T17:42:00+00:00"
        },
        {
          "claim": "IREN, CIFR, HUT Stock Price Updates, PUCT Approves Permian Basin Transmission Line, SpaceX’s Turbine Fabrication",
          "source_id": "E0968",
          "timestamp": "2026-08-31T19:56:05+00:00"
        },
        {
          "claim": "IREN Climbs 4% as Co-CEO Says Debt and Prepayments Can Fund FY27 Capex, TeraWulf Slips",
          "source_id": "E0969",
          "timestamp": "2026-08-31T17:47:35+00:00"
        },
        {
          "claim": "IREN fundamentals snapshot: PE n/a; market cap/assets $13.92B; revenue scale $707.01M; revenue QoQ n/a; revenue YoY n/a; gross margin 75.71%; net margin -498.45%; ROIC -2.67%.",
          "source_id": "E1167",
          "timestamp": "2026-09-01T13:41:35.826535+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "IREN Limited operates as a vertically integrated AI cloud services platform in Australia and Canada. It develops, owns, and operate data centers, including the associated land, grid connections, and substations, as well as buildings and cooling. The company also owns and operate...",
        "gross_margin": "75.71%",
        "health_score": null,
        "market_cap": "$13.92B",
        "name": "IREN Limited",
        "net_margin": "-498.45%",
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$707.01M",
        "roic": "-2.67%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/iren/",
        "ticker": "IREN",
        "timestamp": "2026-09-01T13:41:35.826535+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -3.9% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 37.12 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "IREN",
        "timestamp": "2026-09-01T13:41:55+00:00",
        "price": 35.17,
        "previous_close": 37.115,
        "change": -1.9450000000000003,
        "change_pct": -0.052404688131483246,
        "change_5d_pct": -0.16678510393672064,
        "change_20d_pct": -0.13904525547826962,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/IREN?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_contract_order",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 2,
        "price_action": 9,
        "price_confirmation": 4,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 44,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0279",
        "E0966",
        "E0967",
        "E0968",
        "E0969",
        "E1167"
      ],
      "stage": "reversal_risk",
      "theme": "supply-demand mismatch",
      "ticker": "IREN",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Add to Watchlist",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：Edison International主要经营受监管发电、输电和配电业务，收入主要来自电价机制和资本开支形成的费基资产。行业地位：Edison International是受监管电力公用事业赛道的重要公司，可比/竞争公司包括The Southern、Duke Energy、National Grid、Dominion Energy。关键变量主要是监管允许ROE、资本开支、负荷增长、利率、燃料成本、极端天气和电网投资。",
      "core_catalyst": "UBS Adjusts Price Target on Edison International to $63 From $75, Maintains Neutral Rating",
      "evidence_summary": "EIX moved -1.4% in the latest session, -0.7% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0873.",
      "facts": [
        {
          "claim": "EIX moved -1.4% in the latest session, -0.7% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0216",
          "timestamp": "2026-09-01T00:00:00+00:00"
        },
        {
          "claim": "UBS Adjusts Price Target on Edison International to $63 From $75, Maintains Neutral Rating",
          "source_id": "E0873",
          "timestamp": "2026-09-01T12:17:43+00:00"
        },
        {
          "claim": "BofA Securities Downgrades Edison International to Neutral From Buy, Adjusts PT to $51 From $81",
          "source_id": "E0874",
          "timestamp": "2026-09-01T12:03:46+00:00"
        },
        {
          "claim": "Ladenburg Thalmann Adjusts PT on Edison International to $50 From $69.50, Keeps Sell Rating",
          "source_id": "E0875",
          "timestamp": "2026-09-01T11:08:44+00:00"
        },
        {
          "claim": "Edison International (EIX) Dividend Declarations Put Its Valuation Back In Focus",
          "source_id": "E0876",
          "timestamp": "2026-09-01T12:16:07+00:00"
        },
        {
          "claim": "EIX fundamentals snapshot: PE 5.41; market cap/assets $20.77B; revenue scale $19.42B; revenue QoQ 6.19%; revenue YoY 10.74%; gross margin 49.32%; net margin 12.28%; ROIC 4.68%; engine score health 56.88 / valuation 100.00.",
          "source_id": "E1168",
          "timestamp": "2026-08-31T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Edison International, through its subsidiaries, engages in the generation and distribution of electric power. The company supplies and delivers through its electrical infrastructure to an approximately 50,000 square-mile area of southern, central, and coastal California. It serv...",
        "gross_margin": "49.32%",
        "health_score": "56.88",
        "market_cap": "$20.77B",
        "name": "Edison International",
        "net_margin": "12.28%",
        "pe_ratio": "5.41",
        "revenue_growth_qoq": "6.19%",
        "revenue_growth_yoy": "10.74%",
        "revenue_scale": "$19.42B",
        "roic": "4.68%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/eix/",
        "ticker": "EIX",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": "100.00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -0.7% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 53.98 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "EIX",
        "timestamp": "2026-09-01T13:41:54+00:00",
        "price": 53.335,
        "previous_close": 53.975,
        "change": -0.6400000000000006,
        "change_pct": -0.011857341361741547,
        "change_5d_pct": -0.2867745270040577,
        "change_20d_pct": -0.2455085845525542,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/EIX?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_5d_move",
        "gap_move",
        "near_local_low",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_regulatory_policy",
        "event_earnings",
        "catalyst_earnings",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 3,
        "expectation_gap": 1,
        "price_action": 8,
        "price_confirmation": 2,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 44,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "watch_only",
      "source_ids": [
        "E0216",
        "E0873",
        "E0874",
        "E0875",
        "E0876",
        "E1168"
      ],
      "stage": "late",
      "theme": "regulatory or policy catalyst",
      "ticker": "EIX",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Add to Watchlist",
      "action_type": "news",
      "attention_grade": "B",
      "business_summary": "业务：Take-Two 是游戏内容发行商，核心资产包括 Rockstar Games、2K、Zynga，以及《GTA》《NBA 2K》《Red Dead Redemption》等 IP。收入来自主机/PC 游戏销售、移动游戏、线上内购和长期运营内容。行业地位：全球头部游戏发行商之一，最核心变量是大型 IP 发售周期、玩家留存和数字化变现效率。",
      "core_catalyst": "GTA VI Rally Fades For TTWO: Retail Is Buying The Dip Even As Analyst Says Extended Reveal Won't Move Stock",
      "evidence_summary": "TTWO moved -2.3% in the latest session, -1.6% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0803.",
      "facts": [
        {
          "claim": "TTWO moved -2.3% in the latest session, -1.6% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0162",
          "timestamp": "2026-09-01T00:00:00+00:00"
        },
        {
          "claim": "GTA VI Rally Fades For TTWO: Retail Is Buying The Dip Even As Analyst Says Extended Reveal Won't Move Stock",
          "source_id": "E0803",
          "timestamp": "2026-09-01T07:15:11+00:00"
        },
        {
          "claim": "Did GTA VI Leaks Hurt Take-Two Stock? One Analyst Says Otherwise.",
          "source_id": "E0804",
          "timestamp": "2026-08-31T20:37:00+00:00"
        },
        {
          "claim": "Dow Futures Climb While S&P 500, Nasdaq Futures Slide After Strong August Rally: TTWO, TSLA, EIX, MDB Stocks In Focus",
          "source_id": "E0805",
          "timestamp": "2026-09-01T03:02:33+00:00"
        },
        {
          "claim": "Why Take-Two Interactive Stock Is Sinking Today",
          "source_id": "E0806",
          "timestamp": "2026-08-31T17:35:55+00:00"
        },
        {
          "claim": "TTWO fundamentals snapshot: PE n/a; market cap/assets $41.08B; revenue scale $6.69B; revenue QoQ -8.69%; revenue YoY 15.30%; gross margin 57.53%; net margin -2.22%; ROIC -1.78%; engine score health 50.00 / valuation 50.00.",
          "source_id": "E1169",
          "timestamp": "2026-08-31T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Take-Two Interactive Software, Inc. develops, publishes, and markets interactive entertainment solutions for consumers worldwide. The company develops and publishes action/adventure products under the Grand Theft Auto, LA Noire, Max Payne, Midnight Club, and Red Dead Redemption...",
        "gross_margin": "57.53%",
        "health_score": "50.00",
        "market_cap": "$41.08B",
        "name": "Take-Two Interactive Software, Inc.",
        "net_margin": "-2.22%",
        "pe_ratio": null,
        "revenue_growth_qoq": "-8.69%",
        "revenue_growth_yoy": "15.30%",
        "revenue_scale": "$6.69B",
        "roic": "-1.78%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ttwo/",
        "ticker": "TTWO",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": "50.00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -1.6% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 219.70 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "TTWO",
        "timestamp": "2026-09-01T13:41:38+00:00",
        "price": 214.53,
        "previous_close": 219.7,
        "change": -5.1699999999999875,
        "change_pct": -0.023532089212562557,
        "change_5d_pct": -0.07899366013114706,
        "change_20d_pct": -0.10694363953940844,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/TTWO?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "breakdown_20d",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 8,
        "price_confirmation": 1,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 43,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "watch_only",
      "source_ids": [
        "E0162",
        "E0803",
        "E0804",
        "E0805",
        "E0806",
        "E1169"
      ],
      "stage": "expanding",
      "theme": "catalyst attention signal",
      "ticker": "TTWO",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "B",
      "business_summary": "业务：SLB 向油气公司提供勘探、钻井、完井、生产优化、油藏评价和数字油田技术服务，业务遍布国际和海上油气项目。行业地位：全球油服龙头之一，需求受国际上游资本开支、油价、海上项目和中东市场活动影响。",
      "core_catalyst": "SLB Stock Surged With Its Sector, But Its Fastest-Growing Line Was Not Drilling",
      "evidence_summary": "SLB moved -1.0% in the latest session, -0.3% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0693.",
      "facts": [
        {
          "claim": "SLB moved -1.0% in the latest session, -0.3% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0095",
          "timestamp": "2026-09-01T00:00:00+00:00"
        },
        {
          "claim": "SLB Stock Surged With Its Sector, But Its Fastest-Growing Line Was Not Drilling",
          "source_id": "E0693",
          "timestamp": "2026-08-31T23:24:07+00:00"
        },
        {
          "claim": "SLB Insider Sold Shares Worth $300,000, According to a Recent SEC Filing",
          "source_id": "E0694",
          "timestamp": "2026-08-31T21:29:21+00:00"
        },
        {
          "claim": "SLB Pays 11 Times EBITDA to Enter the Cooling Rack",
          "source_id": "E0695",
          "timestamp": "2026-09-01T02:45:25+00:00"
        },
        {
          "claim": "Why ExxonMobil, Chevron, SLB, and Other Energy Stocks Climbed Today",
          "source_id": "E0696",
          "timestamp": "2026-09-01T02:07:50+00:00"
        },
        {
          "claim": "SLB fundamentals snapshot: PE n/a; market cap/assets n/a; revenue scale $35.94B; revenue QoQ -10.51%; revenue YoY -0.37%; gross margin 15.26%; net margin 8.62%; ROIC 9.51%; engine score health 41.54 / valuation n/a.",
          "source_id": "E1170",
          "timestamp": "2026-08-31T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": "15.26%",
        "health_score": "41.54",
        "market_cap": null,
        "name": "Slb N.V.",
        "net_margin": "8.62%",
        "pe_ratio": null,
        "revenue_growth_qoq": "-10.51%",
        "revenue_growth_yoy": "-0.37%",
        "revenue_scale": "$35.94B",
        "roic": "9.51%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "SLB",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -0.3% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 60.10 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "SLB",
        "timestamp": "2026-09-01T13:41:49+00:00",
        "price": 59.39,
        "previous_close": 60.12,
        "change": -0.7299999999999969,
        "change_pct": -0.012142381902860877,
        "change_5d_pct": 0.11446798610760145,
        "change_20d_pct": 0.16886436518026127,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/SLB?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_5d_move",
        "gap_move",
        "near_local_high",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 3,
        "price_action": 7,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 43,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0095",
        "E0693",
        "E0694",
        "E0695",
        "E0696",
        "E1170"
      ],
      "stage": "expanding",
      "theme": "regulatory or policy catalyst",
      "ticker": "SLB",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：Frontline主要经营油气管道、天然气处理、储运、LNG出口或中游基础设施，收入多来自长期合约和吞吐量。行业地位：Frontline是能源中游赛道的重要参与者，可比/竞争公司包括Enbridge、Enterprise Products Partners L.P.、Kinder Morgan、Energy Transfer LP。关键变量主要是吞吐量、合同结构、利率、杠杆、产区增长、监管审批和LNG需求。",
      "core_catalyst": "Frontline (FRO) Just Delivered Its Best Quarter Yet, But Can It Last?",
      "evidence_summary": "FRO moved +2.1% in the latest session, +2.8% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1073.",
      "facts": [
        {
          "claim": "FRO moved +2.1% in the latest session, +2.8% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0390",
          "timestamp": "2026-09-01T00:00:00+00:00"
        },
        {
          "claim": "Frontline (FRO) Just Delivered Its Best Quarter Yet, But Can It Last?",
          "source_id": "E1073",
          "timestamp": "2026-08-30T18:41:12+00:00"
        },
        {
          "claim": "What Frontline (FRO)'s Record Q2 Results and Dividend Moves Mean For Shareholders",
          "source_id": "E1074",
          "timestamp": "2026-08-29T05:05:28+00:00"
        },
        {
          "claim": "Frontline (FRO) Q2 2026 Earnings Call Transcript",
          "source_id": "E1075",
          "timestamp": "2026-08-29T00:28:16+00:00"
        },
        {
          "claim": "Frontline (FRO) Stock Looks Reasonable Even After A Very Large Run",
          "source_id": "E1076",
          "timestamp": "2026-08-29T14:13:46+00:00"
        },
        {
          "claim": "FRO fundamentals snapshot: PE 6.69; market cap/assets $9.89B; revenue scale $2.71B; revenue QoQ n/a; revenue YoY n/a; gross margin 72.08%; net margin 69.88%; ROIC 11.60%.",
          "source_id": "E1171",
          "timestamp": "2026-09-01T13:41:39.063429+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Frontline plc, a shipping company, engages in the ownership and operation of oil and product tankers worldwide. The company owns and operates oil and product tankers, such as very large crude carriers (VLCCs), Suezmax tankers, and LR2/Aframax tankers. As of December 31, 2025, it...",
        "gross_margin": "72.08%",
        "health_score": null,
        "market_cap": "$9.89B",
        "name": "Frontline Ltd.",
        "net_margin": "69.88%",
        "pe_ratio": "6.69",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$2.71B",
        "roic": "11.60%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/fro/",
        "ticker": "FRO",
        "timestamp": "2026-09-01T13:41:39.063429+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +2.8% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 43.78 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "FRO",
        "timestamp": "2026-09-01T13:41:50+00:00",
        "price": 44.425,
        "previous_close": 43.765,
        "change": 0.6599999999999966,
        "change_pct": 0.015080543813549507,
        "change_5d_pct": 0.02220434735057597,
        "change_20d_pct": 0.13997943567933113,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/FRO?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "benchmark_relative_move",
        "near_local_high",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 10,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 42,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 0
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0390",
        "E1073",
        "E1074",
        "E1075",
        "E1076",
        "E1171"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "FRO",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Add to Watchlist",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：Analog Devices 销售模拟、混合信号、射频、电源管理和数据转换芯片，帮助工业设备、汽车电子、通信基础设施和医疗设备处理现实世界信号。行业地位：全球模拟半导体核心公司之一，优势在高性能信号链、工业汽车客户认证和长生命周期产品组合。",
      "core_catalyst": "Vicor Rides on Strong Backlog Growth: Can It Beat ADI & TXN?",
      "evidence_summary": "ADI moved -2.5% in the latest session, -1.8% relative to benchmark, with volume at 0.0x its 20-day average. Reliable catalyst source: E0588.",
      "facts": [
        {
          "claim": "ADI moved -2.5% in the latest session, -1.8% relative to benchmark, with volume at 0.0x its 20-day average.",
          "source_id": "E0047",
          "timestamp": "2026-09-01T00:00:00+00:00"
        },
        {
          "claim": "Vicor Rides on Strong Backlog Growth: Can It Beat ADI & TXN?",
          "source_id": "E0588",
          "timestamp": "2026-08-31T15:46:00+00:00"
        },
        {
          "claim": "Scale and Longevity of Earnings Inflection Create Compelling Entry Point in Analog Devices (ADI)",
          "source_id": "E0589",
          "timestamp": "2026-08-31T15:33:59+00:00"
        },
        {
          "claim": "Analogue Computing Market Outlook Report 2026-2030 Featuring Profiles of Analog Devices, Texas Instruments, and Intel",
          "source_id": "E0590",
          "timestamp": "2026-08-31T08:09:00+00:00"
        },
        {
          "claim": "ADI fundamentals snapshot: PE 43.00; market cap/assets $171.00B; revenue scale $12.74B; revenue QoQ 14.66%; revenue YoY 29.75%; gross margin 67.33%; net margin 32.46%; ROIC 8.63%; engine score health 52.50 / valuation n/a.",
          "source_id": "E1172",
          "timestamp": "2026-08-31T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Analog Devices, Inc. engages in the design, manufacture, testing, and marketing of integrated circuits (ICs), software, and subsystems products in the United States, rest of North and South America, Europe, Japan, China, and rest of Asia. It provides data converter products, whi...",
        "gross_margin": "67.33%",
        "health_score": "52.50",
        "market_cap": "$171.00B",
        "name": "Analog Devices, Inc.",
        "net_margin": "32.46%",
        "pe_ratio": "43.00",
        "revenue_growth_qoq": "14.66%",
        "revenue_growth_yoy": "29.75%",
        "revenue_scale": "$12.74B",
        "roic": "8.63%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/adi/",
        "ticker": "ADI",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -1.8% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 362.14 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "ADI",
        "timestamp": "2026-09-01T13:41:38+00:00",
        "price": 352.5,
        "previous_close": 361.04,
        "change": -8.54000000000002,
        "change_pct": -0.02365388876578778,
        "change_5d_pct": -0.056629030280810566,
        "change_20d_pct": -0.07307583139313312,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/ADI?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "breakdown_20d",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 9,
        "price_confirmation": 1,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 41,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 0
      },
      "setup_type": "watch_only",
      "source_ids": [
        "E0047",
        "E0588",
        "E0589",
        "E0590",
        "E1172"
      ],
      "stage": "expanding",
      "theme": "supply-demand mismatch",
      "ticker": "ADI",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Add to Watchlist",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：Shopify主要提供商家建站、支付、履约、营销和电商运营平台，服务独立商户和品牌。行业地位：Shopify是应用软件赛道的超核心公司，可比/竞争公司包括ServiceNow、Strategy、Datadog、Snowflake。关键变量主要是订阅留存、净收入扩张、AI功能变现、销售效率、云成本、竞争和估值倍数。",
      "core_catalyst": "SEC 4 filing: 4 2026-08-31",
      "evidence_summary": "SHOP moved -2.9% in the latest session, -2.2% relative to benchmark, with volume at 0.0x its 20-day average. Reliable catalyst source: E0628.",
      "facts": [
        {
          "claim": "SHOP moved -2.9% in the latest session, -2.2% relative to benchmark, with volume at 0.0x its 20-day average.",
          "source_id": "E0060",
          "timestamp": "2026-09-01T00:00:00+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-08-31",
          "source_id": "E0628",
          "timestamp": "2026-08-31T17:35:21+00:00"
        },
        {
          "claim": "Supremo Announces Availability of Shopify Inventory Management App Following June 2026 Launch",
          "source_id": "E0629",
          "timestamp": "2026-08-31T23:34:00+00:00"
        },
        {
          "claim": "Shopify Falls 4% as Profit Taking Follows 18% Monthly Run, eBay and Etsy Slip",
          "source_id": "E0630",
          "timestamp": "2026-08-31T16:43:48+00:00"
        },
        {
          "claim": "Multiple Compression Pulls Back Shopify (SHOP) in Q2",
          "source_id": "E0631",
          "timestamp": "2026-09-01T13:25:25+00:00"
        },
        {
          "claim": "BEKE vs. SHOP: Which Stock Is the Better Value Option?",
          "source_id": "E0632",
          "timestamp": "2026-08-31T15:40:03+00:00"
        },
        {
          "claim": "SHOP fundamentals snapshot: PE 99.47; market cap/assets $184.11B; revenue scale $13.27B; revenue QoQ 13.03%; revenue YoY 32.50%; gross margin 47.67%; net margin 41.92%; ROIC 12.74%; engine score health 70.62 / valuation n/a.",
          "source_id": "E1173",
          "timestamp": "2026-08-31T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Shopify Inc., a commerce technology company, provides tools to start, scale, market, and run a business of various sizes in Canada, the United States, Europe, the Middle East, Africa, the Asia Pacific, and Latin America. The Company offers Shopify platform that enables merchants...",
        "gross_margin": "47.67%",
        "health_score": "70.62",
        "market_cap": "$184.11B",
        "name": "Shopify Inc.",
        "net_margin": "41.92%",
        "pe_ratio": "99.47",
        "revenue_growth_qoq": "13.03%",
        "revenue_growth_yoy": "32.50%",
        "revenue_scale": "$13.27B",
        "roic": "12.74%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/shop/",
        "ticker": "SHOP",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -2.2% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 147.37 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "SHOP",
        "timestamp": "2026-09-01T13:41:55+00:00",
        "price": 142.645,
        "previous_close": 147.37,
        "change": -4.724999999999994,
        "change_pct": -0.03206215647689481,
        "change_5d_pct": -0.07301146689830507,
        "change_20d_pct": 0.15689372643504096,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/SHOP?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "gap_move",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_new_product",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 6,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 41,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "watch_only",
      "source_ids": [
        "E0060",
        "E0628",
        "E0629",
        "E0630",
        "E0631",
        "E0632",
        "E1173"
      ],
      "stage": "expanding",
      "theme": "new product catalyst",
      "ticker": "SHOP",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：Valero Energy主要经营炼油、可再生柴油和乙醇业务，收入对裂解价差高度敏感。行业地位：Valero Energy是炼油与营销赛道的核心公司，可比/竞争公司包括Marathon Petroleum、Phillips 66、HF Sinclair、Sunoco LP。关键变量主要是炼油价差、原油价差、检修周期、汽柴油需求、库存和环保燃料政策。",
      "core_catalyst": "Wells Fargo Adjusts Price Target on Valero Energy to $389 From $356, Keeps Overweight Rating",
      "evidence_summary": "VLO moved +0.5% in the latest session, +1.2% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0710.",
      "facts": [
        {
          "claim": "VLO moved +0.5% in the latest session, +1.2% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0108",
          "timestamp": "2026-09-01T00:00:00+00:00"
        },
        {
          "claim": "Wells Fargo Adjusts Price Target on Valero Energy to $389 From $356, Keeps Overweight Rating",
          "source_id": "E0710",
          "timestamp": "2026-09-01T09:40:31+00:00"
        },
        {
          "claim": "Did Strong Q2 2026 Earnings and Refining Tailwinds Just Shift Valero Energy's (VLO) Investment Narrative?",
          "source_id": "E0711",
          "timestamp": "2026-08-29T02:15:11+00:00"
        },
        {
          "claim": "Valero Energy Corporation (VLO) Hits Fresh High: Is There Still Room to Run?",
          "source_id": "E0712",
          "timestamp": "2026-09-01T13:15:03+00:00"
        },
        {
          "claim": "Valero Energy (VLO) Is Up 1.00% in One Week: What You Should Know",
          "source_id": "E0713",
          "timestamp": "2026-08-31T16:00:03+00:00"
        },
        {
          "claim": "VLO fundamentals snapshot: PE 14.33; market cap/assets $103.34B; revenue scale $132.93B; revenue QoQ 13.18%; revenue YoY 7.39%; gross margin 19.50%; net margin 10.15%; ROIC 15.48%; engine score health 70.77 / valuation 81.82.",
          "source_id": "E1174",
          "timestamp": "2026-08-31T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Valero Energy Corporation manufactures, markets, and sells petroleum-based and low-carbon liquid transportation fuels and petrochemical products in the United States, Canada, the United Kingdom, Ireland, Latin America, Mexico, Peru, and internationally. It operates through three...",
        "gross_margin": "19.50%",
        "health_score": "70.77",
        "market_cap": "$103.34B",
        "name": "Valero Energy Corporation",
        "net_margin": "10.15%",
        "pe_ratio": "14.33",
        "revenue_growth_qoq": "13.18%",
        "revenue_growth_yoy": "7.39%",
        "revenue_scale": "$132.93B",
        "roic": "15.48%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/vlo/",
        "ticker": "VLO",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": "81.82"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +1.2% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 358.92 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "VLO",
        "timestamp": "2026-09-01T13:41:51+00:00",
        "price": 361.89,
        "previous_close": 358.97,
        "change": 2.919999999999959,
        "change_pct": 0.008134384488954316,
        "change_5d_pct": 0.06310036751802284,
        "change_20d_pct": 0.17218924990102757,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/VLO?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "near_local_high",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 6,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 41,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0108",
        "E0710",
        "E0711",
        "E0712",
        "E0713",
        "E1174"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "VLO",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "B",
      "business_summary": "业务：赛富时为企业提供销售、客服、营销、商务、电商、数据管理、应用集成和协作软件。核心产品包括 Sales Cloud、Service Cloud、Marketing Cloud、Commerce Cloud、Data Cloud、Tableau、MuleSoft 和 Slack，收入以订阅软件和专业服务为主，客户包括大型企业、中型企业、政府和非营利组织。行业地位：赛富时是全球 CRM 软件龙头，客户数据、应用生态和企业销售渠道构成护城河。影响经营和股价的变量包括企业 IT 预算周期、续约率和席位扩张、Data Cloud 与 AI Agent 的付费转化、Slack 与 Tableau 的整合效果、销售效率、利润率改善空间以及微软、甲骨文、Adobe 等厂商的竞争。",
      "core_catalyst": "Market Chatter: Salesforce Invests in HiBob to Expand HR Software Platform",
      "evidence_summary": "CRM moved -0.2% in the latest session, +0.5% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0596.",
      "facts": [
        {
          "claim": "CRM moved -0.2% in the latest session, +0.5% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0049",
          "timestamp": "2026-09-01T00:00:00+00:00"
        },
        {
          "claim": "Market Chatter: Salesforce Invests in HiBob to Expand HR Software Platform",
          "source_id": "E0596",
          "timestamp": "2026-09-01T11:01:01+00:00"
        },
        {
          "claim": "CICC Adjusts Price Target on Salesforce to $304 From $200, Maintains Outperform Rating",
          "source_id": "E0597",
          "timestamp": "2026-09-01T09:21:38+00:00"
        },
        {
          "claim": "TD Cowen Adjusts Price Target on Salesforce to $300 From $280, Maintains Buy Rating",
          "source_id": "E0598",
          "timestamp": "2026-09-01T09:21:32+00:00"
        },
        {
          "claim": "Salesforce (CRM) Bets Its Next Chapter On An Unlikely AI Marriage",
          "source_id": "E0599",
          "timestamp": "2026-09-01T11:00:52+00:00"
        },
        {
          "claim": "CRM fundamentals snapshot: PE 21.94; market cap/assets $211.96B; revenue scale $43.94B; revenue QoQ 1.90%; revenue YoY 11.23%; gross margin 76.65%; net margin 31.08%; ROIC 8.57%; engine score health 40.83 / valuation 75.00.",
          "source_id": "E1175",
          "timestamp": "2026-08-31T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Salesforce, Inc. provides customer relationship management technology services that connect companies and customers together in the United States, Europe, and the Asia Pacific. The company offers Agentforce, which enables customers to build, deploy, and manage enterprise-grade,...",
        "gross_margin": "76.65%",
        "health_score": "40.83",
        "market_cap": "$211.96B",
        "name": "Salesforce, Inc.",
        "net_margin": "31.08%",
        "pe_ratio": "21.94",
        "revenue_growth_qoq": "1.90%",
        "revenue_growth_yoy": "11.23%",
        "revenue_scale": "$43.94B",
        "roic": "8.57%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crm/",
        "ticker": "CRM",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": "75.00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +0.5% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 257.54 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "CRM",
        "timestamp": "2026-09-01T13:41:55+00:00",
        "price": 259.19,
        "previous_close": 257.53,
        "change": 1.660000000000025,
        "change_pct": 0.006445850968819222,
        "change_5d_pct": 0.26010013575566937,
        "change_20d_pct": 0.3570867194371432,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/CRM?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_5d_move",
        "event_news",
        "catalyst_geopolitics",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_analyst",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 1,
        "price_action": 1,
        "price_confirmation": 1,
        "risk_reward": 3,
        "time_sensitivity": 3,
        "total": 41,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0049",
        "E0596",
        "E0597",
        "E0598",
        "E0599",
        "E1175"
      ],
      "stage": "late",
      "theme": "geopolitical risk",
      "ticker": "CRM",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "B",
      "business_summary": "业务：向芯片公司、手机厂商、云计算公司、汽车电子和IoT客户授权Arm CPU架构、Cortex核心、Mali图形、Ethos AI加速、互连、系统IP、物理IP、软件工具和Compute Subsystems；收入来自前期授权费、技术访问订阅和客户芯片出货后的版税；Arm本身不生产芯片，依靠生态伙伴完成SoC设计和制造。行业地位：移动处理器事实标准，并向数据中心、汽车和边缘AI扩张。关键变量包括智能手机出货、Armv9和高版税IP渗透率、云服务器采用、汽车电子设计定点、RISC-V竞争、客户集中度、Arm China治理和授权定价能力。",
      "core_catalyst": "Arm Holdings Plc Insider Sold Shares Worth $2,655,432, According to a Recent SEC Filing",
      "evidence_summary": "ARM moved -4.4% in the latest session, -3.7% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0562.",
      "facts": [
        {
          "claim": "ARM moved -4.4% in the latest session, -3.7% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0040",
          "timestamp": "2026-09-01T00:00:00+00:00"
        },
        {
          "claim": "Arm Holdings Plc Insider Sold Shares Worth $2,655,432, According to a Recent SEC Filing",
          "source_id": "E0562",
          "timestamp": "2026-08-31T21:11:47+00:00"
        },
        {
          "claim": "What's Going On With ARM Stock Monday",
          "source_id": "E0563",
          "timestamp": "2026-09-01T02:57:51+00:00"
        },
        {
          "claim": "Market Chatter: Arm Faces Revolt Risk Over CEO Bonus",
          "source_id": "E0564",
          "timestamp": "2026-08-31T19:16:26+00:00"
        },
        {
          "claim": "Arm Holdings (ARM) Heads To TestMu Conference, Is The AI Story Fully Priced?",
          "source_id": "E0565",
          "timestamp": "2026-08-31T19:05:27+00:00"
        },
        {
          "claim": "ARM fundamentals snapshot: PE 247.47; market cap/assets $258.36B; revenue scale $5.16B; revenue QoQ -13.49%; revenue YoY 25.12%; gross margin 97.21%; net margin 20.95%; ROIC 7.97%; engine score health 57.44 / valuation 7.14.",
          "source_id": "E1176",
          "timestamp": "2026-08-31T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Arm Holdings plc researches, develops, licenses, and markets central processing unit (CPU) intellectual property (IP), graphics processing unit IP, systems IP, compute subsystems (CSS), and associated software, tools and related services. The company provides a product portfolio...",
        "gross_margin": "97.21%",
        "health_score": "57.44",
        "market_cap": "$258.36B",
        "name": "Arm Holdings plc American Depositary Shares",
        "net_margin": "20.95%",
        "pe_ratio": "247.47",
        "revenue_growth_qoq": "-13.49%",
        "revenue_growth_yoy": "25.12%",
        "revenue_scale": "$5.16B",
        "roic": "7.97%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/arm/",
        "ticker": "ARM",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": "7.14"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -3.7% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 241.91 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "ARM",
        "timestamp": "2026-09-01T13:41:55+00:00",
        "price": 229.49,
        "previous_close": 241.91,
        "change": -12.419999999999987,
        "change_pct": -0.05134140796163855,
        "change_5d_pct": -0.04996687233227015,
        "change_20d_pct": -0.18202879242586245,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/ARM?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "breakdown_20d",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 22,
        "catalyst_strength": 4,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 13,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 40,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0040",
        "E0562",
        "E0563",
        "E0564",
        "E0565",
        "E1176"
      ],
      "stage": "reversal_risk",
      "theme": "regulatory or policy catalyst",
      "ticker": "ARM",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "B",
      "business_summary": "业务：General Mills主要经营谷物、零食、酸奶、宠物食品和包装食品品牌，收入来自零售与食品服务渠道。行业地位：General Mills是包装食品赛道的重要参与者，可比/竞争公司包括JBS、The Kraft Heinz、McCormick、Hormel Foods。关键变量主要是销量与价格组合、原材料成本、品牌份额、促销强度、渠道库存和消费者降级。",
      "core_catalyst": "SEC 4 filing: 4 2026-08-30",
      "evidence_summary": "GIS moved +1.9% in the latest session, +2.6% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0960.",
      "facts": [
        {
          "claim": "GIS moved +1.9% in the latest session, +2.6% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0275",
          "timestamp": "2026-09-01T00:00:00+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-08-30",
          "source_id": "E0960",
          "timestamp": "2026-08-31T14:25:04+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-08-30",
          "source_id": "E0961",
          "timestamp": "2026-08-31T14:24:57+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-08-30",
          "source_id": "E0962",
          "timestamp": "2026-08-31T14:24:51+00:00"
        },
        {
          "claim": "BofA Securities Adjusts General Mills Price Target to $43 From $39",
          "source_id": "E0963",
          "timestamp": "2026-09-01T12:08:41+00:00"
        },
        {
          "claim": "Beat the Market the Zacks Way: Accelerant, Insight, General Mills in Focus",
          "source_id": "E0964",
          "timestamp": "2026-08-31T12:28:00+00:00"
        },
        {
          "claim": "GIS fundamentals snapshot: PE n/a; market cap/assets $21.99B; revenue scale $18.42B; revenue QoQ 3.90%; revenue YoY -5.45%; gross margin 34.23%; net margin -43.56%; ROIC 12.29%; engine score health 51.43 / valuation 30.00.",
          "source_id": "E1177",
          "timestamp": "2026-08-31T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "General Mills, Inc. manufactures and markets branded consumer food in the United States and internationally. The company operates through four segments: North America Retail; International; North America Pet; and North America Foodservice. It offers snacks, including grain, frui...",
        "gross_margin": "34.23%",
        "health_score": "51.43",
        "market_cap": "$21.99B",
        "name": "General Mills, Inc.",
        "net_margin": "-43.56%",
        "pe_ratio": null,
        "revenue_growth_qoq": "3.90%",
        "revenue_growth_yoy": "-5.45%",
        "revenue_scale": "$18.42B",
        "roic": "12.29%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/gis/",
        "ticker": "GIS",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": "30.00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of +2.6% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 41.20 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "GIS",
        "timestamp": "2026-09-01T13:41:52+00:00",
        "price": 41.99,
        "previous_close": 41.205,
        "change": 0.7850000000000037,
        "change_pct": 0.019051086033248454,
        "change_5d_pct": 0.05555558794670712,
        "change_20d_pct": 0.1602653106764833,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/GIS?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "benchmark_relative_move",
        "breakout_20d",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 8,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 40,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 0
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0275",
        "E0960",
        "E0961",
        "E0962",
        "E0963",
        "E0964",
        "E1177"
      ],
      "stage": "expanding",
      "theme": "regulatory or policy catalyst",
      "ticker": "GIS",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：Sempra主要经营受监管电网、天然气和能源基础设施资产，业务覆盖加州、德州和北美能源网络。行业地位：Sempra是多元公用事业赛道的核心公司，可比/竞争公司包括Black Hills。关键变量主要是监管允许ROE、资本开支、利率、负荷增长、天然气价格和电网可靠性。",
      "core_catalyst": "Jefferies Upgrades Sempra to Buy From Hold, Adjusts Price Target to $97 From $101",
      "evidence_summary": "SRE moved +1.5% in the latest session, +2.2% relative to benchmark, with volume at 0.0x its 20-day average. Reliable catalyst source: E0745.",
      "facts": [
        {
          "claim": "SRE moved +1.5% in the latest session, +2.2% relative to benchmark, with volume at 0.0x its 20-day average.",
          "source_id": "E0126",
          "timestamp": "2026-09-01T00:00:00+00:00"
        },
        {
          "claim": "Jefferies Upgrades Sempra to Buy From Hold, Adjusts Price Target to $97 From $101",
          "source_id": "E0745",
          "timestamp": "2026-09-01T10:35:08+00:00"
        },
        {
          "claim": "Sempra (SRE) Could Be 21% Undervalued As California Wildfire Liability Rules Shift",
          "source_id": "E0746",
          "timestamp": "2026-09-01T02:16:01+00:00"
        },
        {
          "claim": "Sempra (SRE) Stock Looks Fairly Priced Despite Strong Returns And Richer Earnings",
          "source_id": "E0747",
          "timestamp": "2026-09-01T00:22:33+00:00"
        },
        {
          "claim": "SRE fundamentals snapshot: PE 23.40; market cap/assets $53.38B; revenue scale $13.60B; revenue QoQ -18.00%; revenue YoY 2.82%; gross margin 54.65%; net margin 26.59%; ROIC 3.17%; engine score health 48.75 / valuation 60.00.",
          "source_id": "E1178",
          "timestamp": "2026-08-31T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Sempra engages in the regulated utilities business in the United States and Mexico. It operates through three segments: Sempra California, Sempra Texas Utilities, and Sempra Infrastructure. It also invests in and operates electric and gas utilities and other energy infrastructur...",
        "gross_margin": "54.65%",
        "health_score": "48.75",
        "market_cap": "$53.38B",
        "name": "Sempra",
        "net_margin": "26.59%",
        "pe_ratio": "23.40",
        "revenue_growth_qoq": "-18.00%",
        "revenue_growth_yoy": "2.82%",
        "revenue_scale": "$13.60B",
        "roic": "3.17%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/sre/",
        "ticker": "SRE",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": "60.00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +2.2% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 81.70 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "SRE",
        "timestamp": "2026-09-01T13:41:43+00:00",
        "price": 82.82,
        "previous_close": 81.73,
        "change": 1.0899999999999892,
        "change_pct": 0.01333659610913962,
        "change_5d_pct": -0.01439960486581604,
        "change_20d_pct": -0.04420082467898223,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/SRE?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "near_local_low",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_regulatory_policy",
        "event_earnings",
        "catalyst_earnings"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 8,
        "price_confirmation": 1,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 40,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 0
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0126",
        "E0745",
        "E0746",
        "E0747",
        "E1178"
      ],
      "stage": "expanding",
      "theme": "regulatory or policy catalyst",
      "ticker": "SRE",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Add to Watchlist",
      "action_type": "news",
      "attention_grade": "B",
      "business_summary": "业务：怡安向企业、保险公司和雇主客户提供商业风险管理、保险经纪、再保险中介、健康福利、人才与退休咨询服务。收入以经纪佣金和顾问费为主，关键平台包括商业风险解决方案、再保险解决方案、健康福利咨询以及面向雇主的人才和退休顾问服务。它的价值在于用数据、行业经验和全球关系网帮助客户做风险转移、员工福利和资本配置决策。行业地位：Aon 是全球保险经纪与风险咨询头部公司，强项在大型企业客户覆盖、再保险能力和数据分析工具。主要对手包括 Marsh McLennan、Gallagher、WTW，关键经营变量是保险市场硬软周期、咨询项目需求、人才留存、跨区域协同和大型客户续约。",
      "core_catalyst": "Roth Capital Partners Adjusts Price Target on Aon to $380 From $420, Maintains Buy Rating",
      "evidence_summary": "AON moved -0.3% in the latest session, +0.4% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0727.",
      "facts": [
        {
          "claim": "AON moved -0.3% in the latest session, +0.4% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0119",
          "timestamp": "2026-09-01T00:00:00+00:00"
        },
        {
          "claim": "Roth Capital Partners Adjusts Price Target on Aon to $380 From $420, Maintains Buy Rating",
          "source_id": "E0727",
          "timestamp": "2026-09-01T10:15:26+00:00"
        },
        {
          "claim": "Wells Fargo Adjusts Price Target on Aon to $383 From $419, Maintains Overweight Rating",
          "source_id": "E0728",
          "timestamp": "2026-09-01T10:15:19+00:00"
        },
        {
          "claim": "Piper Sandler Adjusts Price Target on Aon to $349 From $391, Maintains Neutral Rating",
          "source_id": "E0729",
          "timestamp": "2026-09-01T10:15:11+00:00"
        },
        {
          "claim": "Keefe Bruyette & Woods Adjusts Price Target on Aon to $417 From $412, Maintains Outperform Rating",
          "source_id": "E0730",
          "timestamp": "2026-09-01T10:15:04+00:00"
        },
        {
          "claim": "AON fundamentals snapshot: PE 17.71; market cap/assets $67.88B; revenue scale $17.49B; revenue QoQ 17.07%; revenue YoY 6.90%; gross margin 87.66%; net margin 24.08%; ROIC 9.37%; engine score health 64.00 / valuation n/a.",
          "source_id": "E1179",
          "timestamp": "2026-08-31T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Aon plc operates as a professional services firm in the United States, rest of the Americas, the United Kingdom, Ireland, rest of Europe, the Middle East, Africa, and the Asia Pacific. It operates through Risk Capital and Human Capital segments. The company offers commercial ris...",
        "gross_margin": "87.66%",
        "health_score": "64.00",
        "market_cap": "$67.88B",
        "name": "Aon plc",
        "net_margin": "24.08%",
        "pe_ratio": "17.71",
        "revenue_growth_qoq": "17.07%",
        "revenue_growth_yoy": "6.90%",
        "revenue_scale": "$17.49B",
        "roic": "9.37%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/aon/",
        "ticker": "AON",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +0.4% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 321.52 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "AON",
        "timestamp": "2026-09-01T13:41:43+00:00",
        "price": 320.215,
        "previous_close": 321.3411,
        "change": -1.126100000000008,
        "change_pct": -0.003504375879711641,
        "change_5d_pct": -0.09755372398667295,
        "change_20d_pct": -0.10215896402639346,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/AON?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_5d_move",
        "gap_move",
        "near_local_low",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_analyst"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 3,
        "price_action": 8,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 40,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 0
      },
      "setup_type": "watch_only",
      "source_ids": [
        "E0119",
        "E0727",
        "E0728",
        "E0729",
        "E0730",
        "E1179"
      ],
      "stage": "expanding",
      "theme": "catalyst attention signal",
      "ticker": "AON",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "B",
      "business_summary": "业务：Atlassian主要经营协作、软件开发和IT服务管理工具，覆盖Jira、Confluence等产品体系。行业地位：Atlassian是应用软件赛道的重要公司，可比/竞争公司包括Shopify、ServiceNow、Strategy、Datadog。关键变量主要是订阅留存、净收入扩张、AI功能变现、销售效率、云成本、竞争和估值倍数。",
      "core_catalyst": "Is RBC’s AI-Focused Upgrade Reframing Atlassian’s (TEAM) Role in Enterprise Collaboration Stacks?",
      "evidence_summary": "TEAM moved -2.8% in the latest session, -2.1% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0893.",
      "facts": [
        {
          "claim": "TEAM moved -2.8% in the latest session, -2.1% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0229",
          "timestamp": "2026-09-01T00:00:00+00:00"
        },
        {
          "claim": "Is RBC’s AI-Focused Upgrade Reframing Atlassian’s (TEAM) Role in Enterprise Collaboration Stacks?",
          "source_id": "E0893",
          "timestamp": "2026-08-31T14:16:26+00:00"
        },
        {
          "claim": "TEAM Stock Heads For Best Month Ever As Software Stocks Swing From ‘SaaSpocalypse’ To Full Revival In One Month",
          "source_id": "E0894",
          "timestamp": "2026-08-31T08:28:46+00:00"
        },
        {
          "claim": "Atlassian (TEAM) Wins RBC Backing, Is The Valuation Already Too Rich?",
          "source_id": "E0895",
          "timestamp": "2026-08-31T12:13:01+00:00"
        },
        {
          "claim": "Why Did ESTC, TEAM, DT Stocks Hit 52-Week Highs Last Week?",
          "source_id": "E0896",
          "timestamp": "2026-08-31T03:37:50+00:00"
        },
        {
          "claim": "TEAM fundamentals snapshot: PE n/a; market cap/assets $47.89B; revenue scale $6.57B; revenue QoQ -1.15%; revenue YoY 26.02%; gross margin 86.88%; net margin 7.87%; ROIC 0.17%; engine score health 49.38 / valuation n/a.",
          "source_id": "E1180",
          "timestamp": "2026-08-31T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Atlassian Corporation provides a collaboration software that enables organizations to connect all teams through a system of work that unlocks productivity at scale worldwide. The company’s product portfolio includes Jira, Confluence, Loom, Jira Service Management, Rovo, Bitbucke...",
        "gross_margin": "86.88%",
        "health_score": "49.38",
        "market_cap": "$47.89B",
        "name": "Atlassian Corporation",
        "net_margin": "7.87%",
        "pe_ratio": null,
        "revenue_growth_qoq": "-1.15%",
        "revenue_growth_yoy": "26.02%",
        "revenue_scale": "$6.57B",
        "roic": "0.17%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/team/",
        "ticker": "TEAM",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -2.1% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 194.17 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading rising risk sensitivity rather than a single-name upside thesis.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window.",
        "Compare VIX curve, credit ETF behavior, and index breadth before selecting hedge tooling."
      ],
      "realtime_quote": {
        "ticker": "TEAM",
        "timestamp": "2026-09-01T13:41:55+00:00",
        "price": 189.65,
        "previous_close": 194.17,
        "change": -4.519999999999982,
        "change_pct": -0.023278570324972825,
        "change_5d_pct": 0.13910741631747303,
        "change_20d_pct": 0.7192457999943562,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/TEAM?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_5d_move",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_geopolitics",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 3,
        "price_action": 5,
        "price_confirmation": 1,
        "risk_reward": 3,
        "time_sensitivity": 3,
        "total": 40,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0229",
        "E0893",
        "E0894",
        "E0895",
        "E0896",
        "E1180"
      ],
      "stage": "expanding",
      "theme": "geopolitical risk",
      "ticker": "TEAM",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    }
  ],
  "evidence": [
    {
      "claim": "ETF regime snapshot: SPY -0.7%, QQQ -1.5%, IWM -0.8%, HYG -0.7%, TLT -0.6%, VIXY +2.0%.",
      "confidence": 0.93,
      "publisher": "Mock ETF Regime Feed",
      "raw_value": {
        "HYG": -0.006828718205738604,
        "IWM": -0.007739938080495445,
        "QQQ": -0.01457949662369562,
        "SPY": -0.006896551724137834,
        "TLT": -0.006056713523994062,
        "VIXY": 0.01967592592592582
      },
      "source_id": "E0001",
      "source_type": "macro",
      "ticker": "MARKET",
      "tier": 1,
      "timestamp": "2026-09-01T00:00:00+00:00",
      "url_or_provider_ref": "mock://regime/2026-09-01"
    },
    {
      "claim": "SPY moved -0.7% in the latest session, +0.0% relative to SPY, with volume at 0.1x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
        "avg_abs_return_20d": 0.004346672371257632,
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        "benchmark_return_5d": -0.005418391194787819,
        "body_to_range": 4.52882348158375,
        "breakdown_20d": false,
        "breakout_20d": false,
        "close": 761.76,
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        "consecutive_up_days": 0,
        "dollar_volume": 2279853983.52,
        "gap_pct": 0.0003650348738675202,
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        "return_1d_vs_avg_abs_20d": 1.5866279155846386,
        "return_5d": -0.005418391194787819,
        "ticker": "SPY",
        "upper_wick_to_range": -4.008537279453504,
        "volume_ratio_20d": 0.07733585255816351
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      "source_id": "E0002",
      "source_type": "market_data",
      "ticker": "SPY",
      "tier": 1,
      "timestamp": "2026-09-01T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/SPY/2026-09-01"
    },
    {
      "claim": "IWM moved -0.8% in the latest session, -0.1% relative to benchmark, with volume at 0.1x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
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        "body_to_range": 2.180952380952398,
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        "breakout_20d": false,
        "close": 291.655,
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        "consecutive_down_days": 3,
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        "dollar_volume": 674542017.2399999,
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        "ticker": "IWM",
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      "source_id": "E0003",
      "source_type": "market_data",
      "ticker": "IWM",
      "tier": 1,
      "timestamp": "2026-09-01T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/IWM/2026-09-01"
    },
    {
      "claim": "TLT moved -0.6% in the latest session, +0.1% relative to benchmark, with volume at 0.1x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
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        "close": 82.0202,
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        "ticker": "TLT",
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      "source_id": "E0004",
      "source_type": "market_data",
      "ticker": "TLT",
      "tier": 1,
      "timestamp": "2026-09-01T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/TLT/2026-09-01"
    },
    {
      "claim": "HYG moved -0.7% in the latest session, +0.0% relative to benchmark, with volume at 0.0x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
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        "close": 79.265,
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      "source_id": "E0005",
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      "ticker": "HYG",
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      "timestamp": "2026-09-01T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/HYG/2026-09-01"
    },
    {
      "claim": "LQD moved -0.6% in the latest session, +0.1% relative to benchmark, with volume at 0.1x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
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      "timestamp": "2026-09-01T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/LQD/2026-09-01"
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    {
      "claim": "USO moved +2.7% in the latest session, +3.4% relative to benchmark, with volume at 0.2x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
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      "timestamp": "2026-09-01T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/USO/2026-09-01"
    },
    {
      "claim": "UUP moved +0.1% in the latest session, +0.8% relative to benchmark, with volume at 0.1x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
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        "dollar_volume": 2457876.6004999997,
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        "ticker": "UUP",
        "upper_wick_to_range": 0.9500000000001243,
        "volume_ratio_20d": 0.06634563490555281
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      "source_id": "E0008",
      "source_type": "market_data",
      "ticker": "UUP",
      "tier": 1,
      "timestamp": "2026-09-01T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/UUP/2026-09-01"
    },
    {
      "claim": "VIXY moved +2.0% in the latest session, +2.7% relative to benchmark, with volume at 0.4x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
        "avg_abs_return_20d": 0.013060409714796512,
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        "return_1d_vs_avg_abs_20d": 1.506532057997721,
        "return_5d": -0.021654636313159337,
        "ticker": "VIXY",
        "upper_wick_to_range": -0.8124999999999528,
        "volume_ratio_20d": 0.4468848805089689
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      "source_id": "E0009",
      "source_type": "market_data",
      "ticker": "VIXY",
      "tier": 1,
      "timestamp": "2026-09-01T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/VIXY/2026-09-01"
    },
    {
      "claim": "VIXM moved +0.9% in the latest session, +1.5% relative to benchmark, with volume at 0.0x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
        "avg_abs_return_20d": 0.0066352902688763095,
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        "body_to_range": 3.6666666666666536,
        "breakdown_20d": false,
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        "close": 13.515,
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        "dollar_volume": 423857.43,
        "gap_pct": 0.020895522388059584,
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        "low_52w_distance_pct": 0.008582089552238825,
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        "return_1d_vs_avg_abs_20d": 1.293400771401702,
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        "ticker": "VIXM",
        "upper_wick_to_range": -3.6666666666666536,
        "volume_ratio_20d": 0.04743804028043533
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      "source_id": "E0010",
      "source_type": "market_data",
      "ticker": "VIXM",
      "tier": 1,
      "timestamp": "2026-09-01T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/VIXM/2026-09-01"
    },
    {
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      "claim": "CoreWeave's CEO Dumps Over 300,000 Shares Worth $27.3 Million",
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      "claim": "Is Barrick Mining (B) A Bargain After Its Latest Dividend Announcement?",
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      "claim": "The Canary in Foot Locker’s Coalmine: DICK’S Guidance Cut Drags NIKE Down With It",
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      "claim": "Vistra Won’t Stop Declining in 2026: Why Does This Prominent Wall Street Firm Expect 120% Returns?",
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      "claim": "Vistra Stock Is Down, But Is This Power Producer's Dip An Opportunity?",
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      "claim": "CEG vs. VST: Which Nuclear Utility Stock Stands Out for Investors?",
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      "claim": "SEC 8-K filing: 8-K 2026-08-27",
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      "claim": "Are Options Traders Betting on a Big Move in Cameco Stock?",
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      "claim": "Ferguson Completes Acquisition of FloWorks",
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      "claim": "Rocket Lab Keeps Faltering So Why Does One Big Bank Currently Expect 100% Upside?",
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      "claim": "Cathie Wood's Ark Just Bought $7.6 Million of Nuclear Supplier BWX Technologies While Continuing to Dump Roblox Stock. Is Nuclear Power Ark's Next Big AI-Adjacent Bet?",
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      "claim": "EU to Hold ChatGPT, Reddit, Roblox to Higher Standard of Scrutiny",
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      "claim": "Qnity Electronics (Q), What Is Behind The Fresh Attention?",
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      "claim": "Is RBC’s AI-Focused Upgrade Reframing Atlassian’s (TEAM) Role in Enterprise Collaboration Stacks?",
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      "claim": "Why Did ESTC, TEAM, DT Stocks Hit 52-Week Highs Last Week?",
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      "claim": "BioNTech (BNTX) Ended A Phase 2 Colorectal Cancer Trial",
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      "claim": "KeyCorp (KEY), What Is Behind The Fresh Attention?",
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      "claim": "PPG Industries (PPG) Stock Looks Reasonable On Earnings While Returns Stay Weak",
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      "claim": "How PPG’s New Marine Coatings and Powerpack Tool Push Will Impact PPG Industries (PPG) Investors",
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      "claim": "First Solar (FSLR) Sold Off After the Tariffs. It’s the Solar Stock Built to Benefit From Them",
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      "claim": "Affirm Q4 Earnings Beat on Strong GMV Growth, Rising Card Adoption",
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      "claim": "Argus Adjusts Price Target on Labcorp Holdings to $370 From $310, Keeps Buy Rating",
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      "claim": "Should KE Holdings’ 2026 Profit Jump on Lower Revenue Require Action From BEKE Investors?",
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      "claim": "Bright Horizons Family Solutions (BFAM) Rebounds On Earnings Focus, Is The Valuation Gap Still Compelling?",
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      "claim": "Is SoFi's Product Flywheel Gaining Enough Traction to Lift SOFI Stock?",
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      "claim": "Piper Sandler Adjusts Price Target on Dollar Tree to $121 From $114, Keeps Neutral Rating",
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      "claim": "BofA Securities Adjusts General Mills Price Target to $43 From $39",
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      "claim": "Nextpower Releases Fiscal Year 2026 Sustainability Report, Highlights SBTi Validation and 12% Reduction in Scope 3 Emissions Intensity",
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      "claim": "IREN (IREN) Swaps Bitcoin Rigs For Microsoft’s (MSFT) GPU Contracts",
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      "claim": "IREN vs. CIFR: Which Bitcoin Miner Is the Better AI Play?",
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      "claim": "Zacks Industry Outlook Highlights Amphastar Pharmaceuticals, Sandoz and Viatris",
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      "claim": "Viatris (VTRS) Faces Fresh Generic Earnings Questions, Is The 12% Discount Enough?",
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    {
      "claim": "CFO Turnover at AT&T, Caterpillar, and Pfizer Sparked Rallies. Here’s Why Rivian’s Didn’t.",
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      "claim": "Tesla Stock Crushes Rivian, Chinese EV Rivals In August — Wall Street Sees More Upside Before Cybercab Event",
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      "claim": "GE Vernova Slides 3%, Vertiv Holdings and Eaton Sit Out the Selloff: Is the Rivian CFO Handoff Still Driving the Drawdown?",
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        "headline": "GE Vernova Slides 3%, Vertiv Holdings and Eaton Sit Out the Selloff: Is the Rivian CFO Handoff Still Driving the Drawdown?"
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      "ticker": "RIVN",
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    {
      "claim": "Li Auto (LI) Improved Vehicle Margin to 9.4% but It Remains Half Last Year’s. Can the Model Refresh Restore Profitability?",
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        "headline": "Li Auto (LI) Improved Vehicle Margin to 9.4% but It Remains Half Last Year’s. Can the Model Refresh Restore Profitability?"
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      "claim": "Li Auto Reports 37,679 Vehicle Deliveries for August",
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      "claim": "Li Auto Inc. August 2026 Delivery Update",
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      "ticker": "LI",
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    {
      "claim": "QC Ware and IonQ Demonstrate High-Precision Hybrid Quantum Workflow for Drug Discovery",
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      "ticker": "IONQ",
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      "timestamp": "2026-09-01T12:00:00+00:00",
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      "claim": "Why I Wouldn't Touch IonQ, Even With Quantum Computing Stocks Soaring",
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      "claim": "RBC Raises Price Target on SS&C Technologies Holdings to $101 From $92, Keeps Outperform Rating",
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      "claim": "SharkNinja to Participate in the Goldman Sachs Global Consumer and Retail Conference",
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      "claim": "BMRRY vs. SN: Which Stock Is the Better Value Option?",
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        "headline": "BMRRY vs. SN: Which Stock Is the Better Value Option?"
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    {
      "claim": "Should You Invest in NVMI Stock Following Healthy Q2 Results?",
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        "headline": "Should You Invest in NVMI Stock Following Healthy Q2 Results?"
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      "timestamp": "2026-08-31T13:25:00+00:00",
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      "claim": "AMKR vs. NVMI: Which Stock Is the Better Value Option?",
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        "headline": "AMKR vs. NVMI: Which Stock Is the Better Value Option?"
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    {
      "claim": "Is the Options Market Predicting a Spike in Alamos Gold Stock?",
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        "headline": "Is the Options Market Predicting a Spike in Alamos Gold Stock?"
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      "ticker": "AGI",
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      "claim": "Alamos Gold Announces Change to its Board of Directors",
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      "claim": "How a Couple Who Just Sold Their House Turned $810,000 Into a $4,900 Monthly Paycheck With JEPQ, WPC, and VZ",
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      "claim": "3 Reasons to Avoid IEX and 1 Stock to Buy Instead",
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      "claim": "Global Freighter Aircraft Market to Reach $12.11 Billion by 2031 as E-Commerce & Fleet Renewal Accelerate Demand - The Boeing Company, Airbus, Avions de Transport Regional (ATR), Textron, and KF Aerospace Lead",
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      "claim": "This \"Boring\" Pipeline Stock Has Never Cut Its Dividend. Here's the 1 Number I'd Watch.",
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      "claim": "Pinterest CFO To Leave As Revenue Growth Expected To Slow",
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      "claim": "Pinterest Falls 4% as CFO Resigns, Snap Inches Higher, Alphabet Holds Flat",
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      "claim": "Pinterest Co-Founder and Chair Benjamin Silbermann Sells Company Shares Worth $2.2 Million",
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      "claim": "XPENG Announces Vehicle Delivery Results for August 2026",
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    {
      "claim": "Modine Manufacturing (MOD) Beats On Data Center Growth, Is It Still 45% Undervalued?",
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        "headline": "Modine Manufacturing (MOD) Beats On Data Center Growth, Is It Still 45% Undervalued?"
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      "source_id": "E0996",
      "source_type": "news",
      "ticker": "MOD",
      "tier": 2,
      "timestamp": "2026-08-29T19:05:22+00:00",
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    {
      "claim": "Modine (MOD) Stock Could Be Reasonable On Cash Flow Strength",
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      "publisher": "Simply Wall St.",
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      "claim": "UBS Adjusts Ares Capital Price Target to $21 From $19, Maintains Neutral Rating",
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      "claim": "Wall Street Bulls Look Optimistic About Ares Capital (ARCC): Should You Buy?",
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        "headline": "Wall Street Bulls Look Optimistic About Ares Capital (ARCC): Should You Buy?"
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      "claim": "Ares Capital's Non-Accruals Rose to 2.4% of Its Portfolio, Still Below Its Own Historical Average",
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    {
      "claim": "Dycom (DY) Grew Revenue 46% but Nearly $400M Came from Acquisitions. Is Organic Growth Strong Enough?",
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    {
      "claim": "Dycom Sees BEAD Upside in 2027: How Large Is the Opportunity?",
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        "headline": "Dycom Sees BEAD Upside in 2027: How Large Is the Opportunity?"
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    {
      "claim": "Gaming and Leisure Properties, Inc. Declares Third Quarter 2026 Cash Dividend of $0.82 Per Share",
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      "claim": "Gaming And Leisure Properties (GLPI) Stock Could Be Below Fair Value Following Tenant Financing Concerns",
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      "claim": "Gaming And Leisure Properties (GLPI) Could Be 57% Undervalued As Valuation Questions Build",
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      "claim": "BTIG Initiates Smith & Nephew at Neutral",
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      "ticker": "SNN",
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    {
      "claim": "Element Solutions (ESI) Could Be 26% Undervalued As Solstice Deal Ends",
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      "claim": "Solstice (SOLS) Jumps 12.8% on Merger Exit, $500M Buyback",
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      "claim": "Could IES Holdings (IESC) Win Big While INNOVATE (VATE) Bets its Future on Debt Reduction?",
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        "headline": "Could IES Holdings (IESC) Win Big While INNOVATE (VATE) Bets its Future on Debt Reduction?"
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      "claim": "\"Bring Clarity to Chaos\" Campaign Lands TransUnion a 2026 AdExchanger Awards Finalist Spot",
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      "claim": "Do Options Traders Know Something About TransUnion Stock We Don't?",
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        "headline": "Do Options Traders Know Something About TransUnion Stock We Don't?"
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      "claim": "Zacks Investment Ideas feature highlights: DICK'S Sporting Goods, Okta and CrowdStrike",
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      "claim": "​​PANW Vs CRWD Vs OKTA Vs ZS: AI Threats Are Fueling Cybersecurity Stocks — Which Has The Biggest Wall Street Upside?",
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      "claim": "Evercore Sees Duolingo's 2022 Netflix Moment",
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      "claim": "John Pissanos Joins Evercore as Senior Managing Director in the Healthcare Investment Banking Group",
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      "claim": "RenaissanceRe's ILS Platform Supports Fee-Based Earnings Growth",
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      "claim": "HubSpot to Present at the Goldman Sachs Communacopia + Technology Conference",
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      "claim": "Viavi Solutions Insider Sold Shares Worth $869,643, According to a Recent SEC Filing",
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      "claim": "MP vs. NB: Which Critical Minerals Stock is the Better Buy?",
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      "claim": "MP Materials Stock: Bull vs. Bear on This Top Rare Earth Bet",
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      "claim": "Quentin Blackford to Join Align Technology Board of Directors",
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      "claim": "Unity Software CFO Jarrod Yahes Sells 26,017 Shares for $1.2 Million",
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      "claim": "Guidewire Software (GWRE) Q4 Earnings Preview: What You Should Know Beyond the Headline Estimates",
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      "claim": "Aramark to Participate in Upcoming Goldman Sachs Conference",
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      "claim": "What PJM's Decision Means for OKLO's Ohio Project Timeline",
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    {
      "claim": "Gale Pacific Ltd (ASX:GAP) (FY 2026) Earnings Call Highlights: EBITDA and Cash Flow Surge ...",
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      "claim": "Bio-Techne Achieves Science Based Targets Validation and Reports Significant Progress Toward Climate Goals",
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      "claim": "Frontline (FRO) Just Delivered Its Best Quarter Yet, But Can It Last?",
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      "claim": "What Frontline (FRO)'s Record Q2 Results and Dividend Moves Mean For Shareholders",
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      "claim": "Karman Space & Defense Completes Walker Acquisition, Establishing a Platform for Growth in European Defense Market",
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      "ticker": "KRMN",
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      "claim": "Karman Space & Defense to Participate in Upcoming Investor Conferences",
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    {
      "claim": "Sibanye-Stillwater's H1 Headline Earnings, Revenue Rise",
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      "claim": "SEC 8-K filing: 8-K 2026-08-28",
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      "ticker": "FDS",
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    {
      "claim": "Molson Coors Beverage (TAP) Stock Dropped, So What Is Driving Attention Now?",
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        "headline": "Molson Coors Beverage (TAP) Stock Dropped, So What Is Driving Attention Now?"
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      "ticker": "TAP",
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    {
      "claim": "QUBT vs. QBTS: Which Quantum Stock Should You Buy or Sell Now?",
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        "headline": "QUBT vs. QBTS: Which Quantum Stock Should You Buy or Sell Now?"
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      "ticker": "QBTS",
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      "claim": "Why I Wouldn't Touch IonQ, Even With Quantum Computing Stocks Soaring",
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      "claim": "Is D-Wave Quantum a Buy?",
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        "headline": "Is D-Wave Quantum a Buy?"
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      "ticker": "QBTS",
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    },
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      "claim": "Quantum Computing’s Insiders Have Sold Nearly $863 Million More Than They’ve Bought. Should Investors Worry?",
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      "ticker": "QBTS",
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      "claim": "Here Are Monday’s Top Wall Street Analyst Research Calls: AGCO Corporation, Deere & Co., Edison International, Lumentum Holdings, PG&E, Sempra Energy, STAG Industrial, Ticketplus, and More",
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      "claim": "Baird Upgrades STAG Industrial to Outperform From Neutral, Price Target is $42",
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    {
      "claim": "Is NOV (NOV) A Bargain As Its Dividend And Earnings Beat Fuel Valuation Debate?",
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        "headline": "Is NOV (NOV) A Bargain As Its Dividend And Earnings Beat Fuel Valuation Debate?"
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      "claim": "How NOV’s Q2 Earnings Beat And Dividend Move At NOV (NOV) Has Changed Its Investment Story",
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      "claim": "Lincoln Financial Research Finds 78% of Families Haven’t Discussed Life Insurance",
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      "claim": "Lincoln National Stock Gains 25% in 3 Months: Hold or Fold?",
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      "claim": "UBS Adjusts Paycom Software Price Target to $285 From $205, Maintains Buy Rating",
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      "claim": "Ormat Technologies shares rise 3% ahead of dividend payment",
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      "ticker": "ORA",
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      "claim": "Plant Virome Diagnostics Outlook 2026-2030 Featuring Profiles of Illumina, Thermo Fisher Scientific and Qiagen",
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      "claim": "Is It Worth Investing in Archrock Inc. (AROC) Based on Wall Street's Bullish Views?",
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        "headline": "Is It Worth Investing in Archrock Inc. (AROC) Based on Wall Street's Bullish Views?"
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      "ticker": "AROC",
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      "timestamp": "2026-09-01T13:30:04+00:00",
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      "claim": "INGM or AMPL: Which Is the Better Value Stock Right Now?",
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        "headline": "INGM or AMPL: Which Is the Better Value Stock Right Now?"
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      "ticker": "INGM",
      "tier": 2,
      "timestamp": "2026-08-31T15:40:01+00:00",
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    {
      "claim": "Life Time Group Holdings Insider Sold Shares Worth $126,106,945, According to a Recent SEC Filing",
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        "headline": "Life Time Group Holdings Insider Sold Shares Worth $126,106,945, According to a Recent SEC Filing"
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      "source_type": "news",
      "ticker": "LTH",
      "tier": 2,
      "timestamp": "2026-08-31T07:48:23+00:00",
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      "claim": "TXNM Energy Launches $400 Million Public Offering",
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        "headline": "TXNM Energy Launches $400 Million Public Offering"
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      "source_id": "E1099",
      "source_type": "news",
      "ticker": "TXNM",
      "tier": 2,
      "timestamp": "2026-08-31T20:17:35+00:00",
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      "claim": "TXNM Energy Prices $400 Million Public Stock Offering",
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      "ticker": "TXNM",
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      "claim": "TXNM Energy Announces Public Offering of Common Stock",
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    {
      "claim": "Schneider National, Inc. announces participation in upcoming conference",
      "confidence": 0.62,
      "publisher": "Business Wire",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Schneider National, Inc. announces participation in upcoming conference"
      },
      "source_id": "E1138",
      "source_type": "news",
      "ticker": "SNDR",
      "tier": 2,
      "timestamp": "2026-08-31T20:20:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/schneider-national-inc-announces-participation-202000192.html"
    },
    {
      "claim": "Does Energy Fuels (TSX:EFR) Rare Earth Expansion Change Its Long Term Outlook?",
      "confidence": 0.78,
      "publisher": "Simply Wall St.",
      "raw_value": {
        "catalyst_bucket": "earnings",
        "headline": "Does Energy Fuels (TSX:EFR) Rare Earth Expansion Change Its Long Term Outlook?"
      },
      "source_id": "E1139",
      "source_type": "earnings",
      "ticker": "UUUU",
      "tier": 2,
      "timestamp": "2026-08-29T03:08:47+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/energy/articles/does-energy-fuels-tsx-efr-030847296.html"
    },
    {
      "claim": "Can't Decide Between Investing in Rare-Earth Materials and Nuclear Energy? This Under-the-Radar Stock Provides Exposure to Both Industries.",
      "confidence": 0.62,
      "publisher": "Motley Fool",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Can't Decide Between Investing in Rare-Earth Materials and Nuclear Energy? This Under-the-Radar Stock Provides Exposure to Both Industries."
      },
      "source_id": "E1140",
      "source_type": "news",
      "ticker": "UUUU",
      "tier": 2,
      "timestamp": "2026-09-01T04:50:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/m/0d833bb0-cef9-3b80-8247-2fe181bf60f7/can%27t-decide-between.html"
    },
    {
      "claim": "Energy Fuels' ASM Buy Strengthens Rare Earth Push: What's Next?",
      "confidence": 0.62,
      "publisher": "Zacks",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Energy Fuels' ASM Buy Strengthens Rare Earth Push: What's Next?"
      },
      "source_id": "E1141",
      "source_type": "news",
      "ticker": "UUUU",
      "tier": 2,
      "timestamp": "2026-08-31T15:37:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/energy/articles/energy-fuels-asm-buy-strengthens-153700826.html"
    },
    {
      "claim": "Elastic (ESTC) Q1 2027 Earnings Call Transcript",
      "confidence": 0.78,
      "publisher": "Motley Fool",
      "raw_value": {
        "catalyst_bucket": "earnings",
        "headline": "Elastic (ESTC) Q1 2027 Earnings Call Transcript"
      },
      "source_id": "E1142",
      "source_type": "earnings",
      "ticker": "ESTC",
      "tier": 2,
      "timestamp": "2026-08-31T13:21:54+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/m/8cc1ccb2-ed53-34c2-ae21-e1c68f66ea54/elastic-%28estc%29-q1-2027.html"
    },
    {
      "claim": "Morgan Stanley delivers candid verdict after Elastic’s stunning earnings",
      "confidence": 0.78,
      "publisher": "TheStreet",
      "raw_value": {
        "catalyst_bucket": "earnings",
        "headline": "Morgan Stanley delivers candid verdict after Elastic’s stunning earnings"
      },
      "source_id": "E1143",
      "source_type": "earnings",
      "ticker": "ESTC",
      "tier": 2,
      "timestamp": "2026-08-30T02:03:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/m/41b31abb-a33d-3653-bebd-0a122ccb1eec/morgan-stanley-delivers.html"
    },
    {
      "claim": "Elastic (ESTC) Finally Delivered After Years of Head-Fakes — and Wall Street Still Can’t Agree It Lasts",
      "confidence": 0.62,
      "publisher": "Insider Monkey",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Elastic (ESTC) Finally Delivered After Years of Head-Fakes — and Wall Street Still Can’t Agree It Lasts"
      },
      "source_id": "E1144",
      "source_type": "news",
      "ticker": "ESTC",
      "tier": 2,
      "timestamp": "2026-08-31T22:37:59+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/elastic-estc-finally-delivered-years-223759339.html"
    },
    {
      "claim": "Why Did ESTC, TEAM, DT Stocks Hit 52-Week Highs Last Week?",
      "confidence": 0.62,
      "publisher": "Stocktwits",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Why Did ESTC, TEAM, DT Stocks Hit 52-Week Highs Last Week?"
      },
      "source_id": "E1145",
      "source_type": "news",
      "ticker": "ESTC",
      "tier": 2,
      "timestamp": "2026-08-31T03:37:50+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/m/2fe04157-5325-3b27-9485-71822344bee7/why-did-estc%2C-team%2C-dt-stocks.html"
    },
    {
      "claim": "How a 50-Year-Old Couple Built an $8,300 Monthly Paycheck Around MAIN, QQQI, and STAG",
      "confidence": 0.62,
      "publisher": "24/7 Wall St.",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "How a 50-Year-Old Couple Built an $8,300 Monthly Paycheck Around MAIN, QQQI, and STAG"
      },
      "source_id": "E1146",
      "source_type": "news",
      "ticker": "MAIN",
      "tier": 2,
      "timestamp": "2026-09-01T00:44:05+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/m/bfa54409-e656-3b81-b2ad-4843b6c6f399/how-a-50-year-old-couple.html"
    },
    {
      "claim": "Where You Hold SCHD and MAIN Matters More Than You Think: The Taxable vs. IRA Math",
      "confidence": 0.62,
      "publisher": "24/7 Wall St.",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Where You Hold SCHD and MAIN Matters More Than You Think: The Taxable vs. IRA Math"
      },
      "source_id": "E1147",
      "source_type": "news",
      "ticker": "MAIN",
      "tier": 2,
      "timestamp": "2026-08-29T21:38:56+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/m/36302091-9205-349b-9b7c-ef15b26fcb9a/where-you-hold-schd-and-main.html"
    },
    {
      "claim": "Comstock Resources Enters Into Letter of Intent to Sell Assets to Azerbaijan State Oil Company for $1.65 Billion",
      "confidence": 0.78,
      "publisher": "MT Newswires",
      "raw_value": {
        "catalyst_bucket": "regulatory_policy",
        "headline": "Comstock Resources Enters Into Letter of Intent to Sell Assets to Azerbaijan State Oil Company for $1.65 Billion"
      },
      "source_id": "E1148",
      "source_type": "news",
      "ticker": "CRK",
      "tier": 2,
      "timestamp": "2026-09-01T12:07:19+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/energy/articles/comstock-resources-enters-letter-intent-120719961.html"
    },
    {
      "claim": "COMSTOCK ANNOUNCES $1.65 BILLION STRATEGIC PARTNERSHIP WITH SOCAR AND $450 MILLION DRILLING JOINT VENTURE WITH JERRY JONES",
      "confidence": 0.78,
      "publisher": "GlobeNewswire",
      "raw_value": {
        "catalyst_bucket": "regulatory_policy",
        "headline": "COMSTOCK ANNOUNCES $1.65 BILLION STRATEGIC PARTNERSHIP WITH SOCAR AND $450 MILLION DRILLING JOINT VENTURE WITH JERRY JONES"
      },
      "source_id": "E1149",
      "source_type": "news",
      "ticker": "CRK",
      "tier": 2,
      "timestamp": "2026-09-01T11:30:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/energy/articles/comstock-announces-1-65-billion-113000316.html"
    },
    {
      "claim": "Can Boot Barn's Work Business Extend Its Five-Quarter Growth Streak?",
      "confidence": 0.78,
      "publisher": "Zacks",
      "raw_value": {
        "catalyst_bucket": "earnings",
        "headline": "Can Boot Barn's Work Business Extend Its Five-Quarter Growth Streak?"
      },
      "source_id": "E1150",
      "source_type": "earnings",
      "ticker": "BOOT",
      "tier": 2,
      "timestamp": "2026-08-31T17:10:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/boot-barns-business-extend-five-171000522.html"
    },
    {
      "claim": "MRVL fundamentals snapshot: PE 70.31; market cap/assets $185.60B; revenue scale $9.45B; revenue QoQ 13.30%; revenue YoY 30.62%; gross margin 53.14%; net margin 11.24%; ROIC 5.73%; engine score health 49.26 / valuation 14.29.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Marvell Technology, Inc., together with its subsidiaries, provides data infrastructure semiconductor solutions and spanning the data center core to network edge in the United States, Argentina, China, India, Israel, Japan, Singapore, South Korea, Taiwan, Vietnam, and internation...",
        "gross_margin": "53.14%",
        "health_score": "49.26",
        "market_cap": "$185.60B",
        "name": "Marvell Technology, Inc.",
        "net_margin": "11.24%",
        "pe_ratio": "70.31",
        "revenue_growth_qoq": "13.30%",
        "revenue_growth_yoy": "30.62%",
        "revenue_scale": "$9.45B",
        "roic": "5.73%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mrvl/",
        "ticker": "MRVL",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": "14.29"
      },
      "source_id": "E1151",
      "source_type": "fundamentals",
      "ticker": "MRVL",
      "tier": 2,
      "timestamp": "2026-08-31T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mrvl/"
    },
    {
      "claim": "CRK fundamentals snapshot: PE 9.15; market cap/assets $4.63B; revenue scale $1.88B; revenue QoQ n/a; revenue YoY n/a; gross margin 59.88%; net margin 2.48%; ROIC 0.34%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Comstock Resources, Inc., an independent energy company, engages in the acquisition, exploration, development, and production of natural gas and oil properties in the United States. Its assets covering an area of approximately 1,069,991 acres are located in the Haynesville and B...",
        "gross_margin": "59.88%",
        "health_score": null,
        "market_cap": "$4.63B",
        "name": "Comstock Resources, Inc.",
        "net_margin": "2.48%",
        "pe_ratio": "9.15",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$1.88B",
        "roic": "0.34%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crk/",
        "ticker": "CRK",
        "timestamp": "2026-09-01T13:41:24.715493+00:00",
        "valuation_score": null
      },
      "source_id": "E1152",
      "source_type": "fundamentals",
      "ticker": "CRK",
      "tier": 2,
      "timestamp": "2026-09-01T13:41:24.715493+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crk/"
    },
    {
      "claim": "NIO fundamentals snapshot: PE n/a; market cap/assets $10.07B; revenue scale $14.64B; revenue QoQ n/a; revenue YoY n/a; gross margin 19.03%; net margin -1.94%; ROIC -2.82%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "NIO Inc. designs, develops, manufactures, and sells smart electric vehicles in China, Europe, and internationally. It offers five and six-seater electric SUVs, as well as smart electric sedans. The company also offers power solutions, including Power Home, a home charging soluti...",
        "gross_margin": "19.03%",
        "health_score": null,
        "market_cap": "$10.07B",
        "name": "NIO Inc.",
        "net_margin": "-1.94%",
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$14.64B",
        "roic": "-2.82%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/nio/",
        "ticker": "NIO",
        "timestamp": "2026-09-01T13:41:24.715120+00:00",
        "valuation_score": null
      },
      "source_id": "E1153",
      "source_type": "fundamentals",
      "ticker": "NIO",
      "tier": 2,
      "timestamp": "2026-09-01T13:41:24.715120+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/nio/"
    },
    {
      "claim": "CRCL fundamentals snapshot: PE 49.56; market cap/assets $22.69B; revenue scale $2.91B; revenue QoQ n/a; revenue YoY n/a; gross margin 22.08%; net margin 6.88%; ROIC 1.70%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Circle Internet Group, Inc. operates as a platform, network, and market infrastructure for stablecoin and blockchain applications. The company provides various platform including Arc Blockchain and Developer Infrastructure, an open, layer-1 blockchain network purpose-built to br...",
        "gross_margin": "22.08%",
        "health_score": null,
        "market_cap": "$22.69B",
        "name": "Circle Internet Group",
        "net_margin": "6.88%",
        "pe_ratio": "49.56",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$2.91B",
        "roic": "1.70%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crcl/",
        "ticker": "CRCL",
        "timestamp": "2026-09-01T13:41:24.718938+00:00",
        "valuation_score": null
      },
      "source_id": "E1154",
      "source_type": "fundamentals",
      "ticker": "CRCL",
      "tier": 2,
      "timestamp": "2026-09-01T13:41:24.718938+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crcl/"
    },
    {
      "claim": "BMNR fundamentals snapshot: PE n/a; market cap/assets n/a; revenue scale n/a; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": null,
        "health_score": null,
        "market_cap": null,
        "name": "Bitmine Immersion Technologies, Inc.",
        "net_margin": null,
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": null,
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "BMNR",
        "timestamp": "2026-09-01T13:41:24.716228+00:00",
        "valuation_score": null
      },
      "source_id": "E1155",
      "source_type": "fundamentals",
      "ticker": "BMNR",
      "tier": 2,
      "timestamp": "2026-09-01T13:41:24.716228+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti"
    },
    {
      "claim": "SNDK fundamentals snapshot: PE 18.96; market cap/assets $216.80B; revenue scale $20.25B; revenue QoQ 50.67%; revenue YoY 175.30%; gross margin 84.57%; net margin 77.00%; ROIC 55.05%; engine score health 83.33 / valuation 100.00.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Sandisk Corporation develops, manufactures, and sells data storage devices and solutions using NAND flash technology in the Americas, Europe, the Middle East, Africa, Asia, and internationally. The company provides solid state drives for desktop and notebook PCs, gaming consoles...",
        "gross_margin": "84.57%",
        "health_score": "83.33",
        "market_cap": "$216.80B",
        "name": "Sandisk Corporation",
        "net_margin": "77.00%",
        "pe_ratio": "18.96",
        "revenue_growth_qoq": "50.67%",
        "revenue_growth_yoy": "175.30%",
        "revenue_scale": "$20.25B",
        "roic": "55.05%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/sndk/",
        "ticker": "SNDK",
        "timestamp": "2026-08-27T00:00:00+00:00",
        "valuation_score": "100.00"
      },
      "source_id": "E1156",
      "source_type": "fundamentals",
      "ticker": "SNDK",
      "tier": 2,
      "timestamp": "2026-08-27T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/sndk/"
    },
    {
      "claim": "LITE fundamentals snapshot: PE n/a; market cap/assets $81.05B; revenue scale $3.01B; revenue QoQ 24.48%; revenue YoY 83.22%; gross margin 47.43%; net margin -711.69%; ROIC 7.18%; engine score health 52.00 / valuation 20.00.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Lumentum Holdings Inc. manufactures and sells optical and photonic products in the Americas, the Asia-Pacific, Europe, the Middle East, and Africa. It offers component products, including semiconductor laser chips, laser sub-assemblies, line subsystems, and wavelength management...",
        "gross_margin": "47.43%",
        "health_score": "52.00",
        "market_cap": "$81.05B",
        "name": "Lumentum Holdings Inc.",
        "net_margin": "-711.69%",
        "pe_ratio": null,
        "revenue_growth_qoq": "24.48%",
        "revenue_growth_yoy": "83.22%",
        "revenue_scale": "$3.01B",
        "roic": "7.18%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/lite/",
        "ticker": "LITE",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": "20.00"
      },
      "source_id": "E1157",
      "source_type": "fundamentals",
      "ticker": "LITE",
      "tier": 2,
      "timestamp": "2026-08-31T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/lite/"
    },
    {
      "claim": "MDT fundamentals snapshot: PE 24.18; market cap/assets $116.05B; revenue scale $36.36B; revenue QoQ 8.75%; revenue YoY 8.43%; gross margin 75.87%; net margin 12.67%; ROIC 6.95%; engine score health 33.89 / valuation 80.00.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Medtronic plc develops, manufactures, and sells device-based medical therapies to healthcare systems, physicians, clinicians, and patients in the United States, Ireland, and internationally. It operates through three segments: The Cardiovascular Portfolio, Neuroscience Portfolio...",
        "gross_margin": "75.87%",
        "health_score": "33.89",
        "market_cap": "$116.05B",
        "name": "Medtronic plc",
        "net_margin": "12.67%",
        "pe_ratio": "24.18",
        "revenue_growth_qoq": "8.75%",
        "revenue_growth_yoy": "8.43%",
        "revenue_scale": "$36.36B",
        "roic": "6.95%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mdt/",
        "ticker": "MDT",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": "80.00"
      },
      "source_id": "E1158",
      "source_type": "fundamentals",
      "ticker": "MDT",
      "tier": 2,
      "timestamp": "2026-08-31T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mdt/"
    },
    {
      "claim": "NVS fundamentals snapshot: PE 22.72; market cap/assets $289.79B; revenue scale $56.69B; revenue QoQ n/a; revenue YoY n/a; gross margin 75.40%; net margin 21.83%; ROIC 4.86%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Novartis AG researches, develops, manufactures, distributes, markets, and sells pharmaceutical medicines in Switzerland and internationally. The company offers Entresto, an angiotensin receptorneprilysin inhibitor to treat symptomatic chronic heart failure with reduced ejection...",
        "gross_margin": "75.40%",
        "health_score": null,
        "market_cap": "$289.79B",
        "name": "Novartis AG",
        "net_margin": "21.83%",
        "pe_ratio": "22.72",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$56.69B",
        "roic": "4.86%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/nvs/",
        "ticker": "NVS",
        "timestamp": "2026-09-01T13:41:28.647696+00:00",
        "valuation_score": null
      },
      "source_id": "E1159",
      "source_type": "fundamentals",
      "ticker": "NVS",
      "tier": 2,
      "timestamp": "2026-09-01T13:41:28.647696+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/nvs/"
    },
    {
      "claim": "COIN fundamentals snapshot: PE n/a; market cap/assets $49.62B; revenue scale $5.53B; revenue QoQ -13.65%; revenue YoY -21.04%; gross margin 84.44%; net margin -29.46%; ROIC 0.31%; engine score health 38.75 / valuation 78.57.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Coinbase Global, Inc. operates platform for crypto assets in the United States and internationally. It provides the primary financial account in the crypto economy for consumers; a brokerage platform with a pool of liquidity across the crypto marketplace for institutions; and a...",
        "gross_margin": "84.44%",
        "health_score": "38.75",
        "market_cap": "$49.62B",
        "name": "Coinbase Global, Inc.",
        "net_margin": "-29.46%",
        "pe_ratio": null,
        "revenue_growth_qoq": "-13.65%",
        "revenue_growth_yoy": "-21.04%",
        "revenue_scale": "$5.53B",
        "roic": "0.31%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/coin/",
        "ticker": "COIN",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": "78.57"
      },
      "source_id": "E1160",
      "source_type": "fundamentals",
      "ticker": "COIN",
      "tier": 2,
      "timestamp": "2026-08-31T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/coin/"
    },
    {
      "claim": "NOW fundamentals snapshot: PE 91.62; market cap/assets $153.00B; revenue scale $14.73B; revenue QoQ 5.76%; revenue YoY 22.19%; gross margin 70.68%; net margin 7.47%; ROIC 5.31%; engine score health 43.75 / valuation 12.50.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "ServiceNow, Inc. provides cloud-based solution for digital workflows in the North America, Brazil, Europe, the Middle East and Africa, Asia Pacific, and internationally. The company provides asset management, integrated risk management, IT service management, Operational Technol...",
        "gross_margin": "70.68%",
        "health_score": "43.75",
        "market_cap": "$153.00B",
        "name": "ServiceNow, Inc.",
        "net_margin": "7.47%",
        "pe_ratio": "91.62",
        "revenue_growth_qoq": "5.76%",
        "revenue_growth_yoy": "22.19%",
        "revenue_scale": "$14.73B",
        "roic": "5.31%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/now/",
        "ticker": "NOW",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": "12.50"
      },
      "source_id": "E1161",
      "source_type": "fundamentals",
      "ticker": "NOW",
      "tier": 2,
      "timestamp": "2026-08-31T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/now/"
    },
    {
      "claim": "CRWD fundamentals snapshot: PE 4046.00; market cap/assets $236.53B; revenue scale $5.40B; revenue QoQ 6.15%; revenue YoY 24.30%; gross margin 74.57%; net margin 0.36%; ROIC -0.99%; engine score health 62.67 / valuation 15.38.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "CrowdStrike Holdings, Inc. provides cybersecurity solutions in the United States and internationally. Its unified platform provides cloud-delivered protection of endpoints, cloud workloads, identity, and data through a software as a service (SaaS) subscription-based model. The c...",
        "gross_margin": "74.57%",
        "health_score": "62.67",
        "market_cap": "$236.53B",
        "name": "CrowdStrike Holdings, Inc.",
        "net_margin": "0.36%",
        "pe_ratio": "4046.00",
        "revenue_growth_qoq": "6.15%",
        "revenue_growth_yoy": "24.30%",
        "revenue_scale": "$5.40B",
        "roic": "-0.99%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crwd/",
        "ticker": "CRWD",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": "15.38"
      },
      "source_id": "E1162",
      "source_type": "fundamentals",
      "ticker": "CRWD",
      "tier": 2,
      "timestamp": "2026-08-31T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crwd/"
    },
    {
      "claim": "MSTR fundamentals snapshot: PE n/a; market cap/assets $48.12B; revenue scale $490.47M; revenue QoQ 1.07%; revenue YoY 6.79%; gross margin 67.06%; net margin -10090.64%; ROIC 0.85%; engine score health 23.29 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Strategy Inc, together with its subsidiaries, operates as a bitcoin treasury company in the United States, Europe, the Middle East, Africa, and internationally. It offers investors varying degrees of economic exposure to Bitcoin by offering a range of securities, including equit...",
        "gross_margin": "67.06%",
        "health_score": "23.29",
        "market_cap": "$48.12B",
        "name": "Strategy Inc",
        "net_margin": "-10090.64%",
        "pe_ratio": null,
        "revenue_growth_qoq": "1.07%",
        "revenue_growth_yoy": "6.79%",
        "revenue_scale": "$490.47M",
        "roic": "0.85%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mstr/",
        "ticker": "MSTR",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E1163",
      "source_type": "fundamentals",
      "ticker": "MSTR",
      "tier": 2,
      "timestamp": "2026-08-31T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mstr/"
    },
    {
      "claim": "RKLB fundamentals snapshot: PE n/a; market cap/assets $37.23B; revenue scale $769.15M; revenue QoQ n/a; revenue YoY n/a; gross margin 36.13%; net margin -21.04%; ROIC n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Rocket Lab Corporation, a space company, provides launch services and space systems solutions in the United States, Canada, Japan, and internationally. The company operates through launch services and space systems segments. The company provides launch services, spacecraft desig...",
        "gross_margin": "36.13%",
        "health_score": null,
        "market_cap": "$37.23B",
        "name": "Rocket Lab USA, Inc.",
        "net_margin": "-21.04%",
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$769.15M",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/rklb/",
        "ticker": "RKLB",
        "timestamp": "2026-09-01T13:41:31.708779+00:00",
        "valuation_score": null
      },
      "source_id": "E1164",
      "source_type": "fundamentals",
      "ticker": "RKLB",
      "tier": 2,
      "timestamp": "2026-09-01T13:41:31.708779+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/rklb/"
    },
    {
      "claim": "QCOM fundamentals snapshot: PE 19.46; market cap/assets $180.20B; revenue scale $44.07B; revenue QoQ -6.15%; revenue YoY 1.88%; gross margin 53.05%; net margin 20.13%; ROIC 17.81%; engine score health 44.45 / valuation 92.86.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": "53.05%",
        "health_score": "44.45",
        "market_cap": "$180.20B",
        "name": "QUALCOMM Incorporated",
        "net_margin": "20.13%",
        "pe_ratio": "19.46",
        "revenue_growth_qoq": "-6.15%",
        "revenue_growth_yoy": "1.88%",
        "revenue_scale": "$44.07B",
        "roic": "17.81%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "QCOM",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": "92.86"
      },
      "source_id": "E1165",
      "source_type": "fundamentals",
      "ticker": "QCOM",
      "tier": 2,
      "timestamp": "2026-08-31T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti"
    },
    {
      "claim": "TXN fundamentals snapshot: PE 39.37; market cap/assets $238.28B; revenue scale $19.45B; revenue QoQ 13.22%; revenue YoY 16.66%; gross margin 61.36%; net margin 36.24%; ROIC 20.22%; engine score health 55.00 / valuation 64.29.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Texas Instruments Incorporated designs, manufactures, and sells semiconductors to electronics designers and manufacturers in the United States, China, the rest of Asia, Europe, the Middle East, Africa, Japan, and internationally. It operates through Analog and Embedded Processin...",
        "gross_margin": "61.36%",
        "health_score": "55.00",
        "market_cap": "$238.28B",
        "name": "Texas Instruments Incorporated",
        "net_margin": "36.24%",
        "pe_ratio": "39.37",
        "revenue_growth_qoq": "13.22%",
        "revenue_growth_yoy": "16.66%",
        "revenue_scale": "$19.45B",
        "roic": "20.22%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/txn/",
        "ticker": "TXN",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": "64.29"
      },
      "source_id": "E1166",
      "source_type": "fundamentals",
      "ticker": "TXN",
      "tier": 2,
      "timestamp": "2026-08-31T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/txn/"
    },
    {
      "claim": "IREN fundamentals snapshot: PE n/a; market cap/assets $13.92B; revenue scale $707.01M; revenue QoQ n/a; revenue YoY n/a; gross margin 75.71%; net margin -498.45%; ROIC -2.67%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "IREN Limited operates as a vertically integrated AI cloud services platform in Australia and Canada. It develops, owns, and operate data centers, including the associated land, grid connections, and substations, as well as buildings and cooling. The company also owns and operate...",
        "gross_margin": "75.71%",
        "health_score": null,
        "market_cap": "$13.92B",
        "name": "IREN Limited",
        "net_margin": "-498.45%",
        "pe_ratio": null,
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$707.01M",
        "roic": "-2.67%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/iren/",
        "ticker": "IREN",
        "timestamp": "2026-09-01T13:41:35.826535+00:00",
        "valuation_score": null
      },
      "source_id": "E1167",
      "source_type": "fundamentals",
      "ticker": "IREN",
      "tier": 2,
      "timestamp": "2026-09-01T13:41:35.826535+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/iren/"
    },
    {
      "claim": "EIX fundamentals snapshot: PE 5.41; market cap/assets $20.77B; revenue scale $19.42B; revenue QoQ 6.19%; revenue YoY 10.74%; gross margin 49.32%; net margin 12.28%; ROIC 4.68%; engine score health 56.88 / valuation 100.00.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Edison International, through its subsidiaries, engages in the generation and distribution of electric power. The company supplies and delivers through its electrical infrastructure to an approximately 50,000 square-mile area of southern, central, and coastal California. It serv...",
        "gross_margin": "49.32%",
        "health_score": "56.88",
        "market_cap": "$20.77B",
        "name": "Edison International",
        "net_margin": "12.28%",
        "pe_ratio": "5.41",
        "revenue_growth_qoq": "6.19%",
        "revenue_growth_yoy": "10.74%",
        "revenue_scale": "$19.42B",
        "roic": "4.68%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/eix/",
        "ticker": "EIX",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": "100.00"
      },
      "source_id": "E1168",
      "source_type": "fundamentals",
      "ticker": "EIX",
      "tier": 2,
      "timestamp": "2026-08-31T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/eix/"
    },
    {
      "claim": "TTWO fundamentals snapshot: PE n/a; market cap/assets $41.08B; revenue scale $6.69B; revenue QoQ -8.69%; revenue YoY 15.30%; gross margin 57.53%; net margin -2.22%; ROIC -1.78%; engine score health 50.00 / valuation 50.00.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Take-Two Interactive Software, Inc. develops, publishes, and markets interactive entertainment solutions for consumers worldwide. The company develops and publishes action/adventure products under the Grand Theft Auto, LA Noire, Max Payne, Midnight Club, and Red Dead Redemption...",
        "gross_margin": "57.53%",
        "health_score": "50.00",
        "market_cap": "$41.08B",
        "name": "Take-Two Interactive Software, Inc.",
        "net_margin": "-2.22%",
        "pe_ratio": null,
        "revenue_growth_qoq": "-8.69%",
        "revenue_growth_yoy": "15.30%",
        "revenue_scale": "$6.69B",
        "roic": "-1.78%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ttwo/",
        "ticker": "TTWO",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": "50.00"
      },
      "source_id": "E1169",
      "source_type": "fundamentals",
      "ticker": "TTWO",
      "tier": 2,
      "timestamp": "2026-08-31T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ttwo/"
    },
    {
      "claim": "SLB fundamentals snapshot: PE n/a; market cap/assets n/a; revenue scale $35.94B; revenue QoQ -10.51%; revenue YoY -0.37%; gross margin 15.26%; net margin 8.62%; ROIC 9.51%; engine score health 41.54 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": "15.26%",
        "health_score": "41.54",
        "market_cap": null,
        "name": "Slb N.V.",
        "net_margin": "8.62%",
        "pe_ratio": null,
        "revenue_growth_qoq": "-10.51%",
        "revenue_growth_yoy": "-0.37%",
        "revenue_scale": "$35.94B",
        "roic": "9.51%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "SLB",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E1170",
      "source_type": "fundamentals",
      "ticker": "SLB",
      "tier": 2,
      "timestamp": "2026-08-31T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti"
    },
    {
      "claim": "FRO fundamentals snapshot: PE 6.69; market cap/assets $9.89B; revenue scale $2.71B; revenue QoQ n/a; revenue YoY n/a; gross margin 72.08%; net margin 69.88%; ROIC 11.60%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Frontline plc, a shipping company, engages in the ownership and operation of oil and product tankers worldwide. The company owns and operates oil and product tankers, such as very large crude carriers (VLCCs), Suezmax tankers, and LR2/Aframax tankers. As of December 31, 2025, it...",
        "gross_margin": "72.08%",
        "health_score": null,
        "market_cap": "$9.89B",
        "name": "Frontline Ltd.",
        "net_margin": "69.88%",
        "pe_ratio": "6.69",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$2.71B",
        "roic": "11.60%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/fro/",
        "ticker": "FRO",
        "timestamp": "2026-09-01T13:41:39.063429+00:00",
        "valuation_score": null
      },
      "source_id": "E1171",
      "source_type": "fundamentals",
      "ticker": "FRO",
      "tier": 2,
      "timestamp": "2026-09-01T13:41:39.063429+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/fro/"
    },
    {
      "claim": "ADI fundamentals snapshot: PE 43.00; market cap/assets $171.00B; revenue scale $12.74B; revenue QoQ 14.66%; revenue YoY 29.75%; gross margin 67.33%; net margin 32.46%; ROIC 8.63%; engine score health 52.50 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Analog Devices, Inc. engages in the design, manufacture, testing, and marketing of integrated circuits (ICs), software, and subsystems products in the United States, rest of North and South America, Europe, Japan, China, and rest of Asia. It provides data converter products, whi...",
        "gross_margin": "67.33%",
        "health_score": "52.50",
        "market_cap": "$171.00B",
        "name": "Analog Devices, Inc.",
        "net_margin": "32.46%",
        "pe_ratio": "43.00",
        "revenue_growth_qoq": "14.66%",
        "revenue_growth_yoy": "29.75%",
        "revenue_scale": "$12.74B",
        "roic": "8.63%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/adi/",
        "ticker": "ADI",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E1172",
      "source_type": "fundamentals",
      "ticker": "ADI",
      "tier": 2,
      "timestamp": "2026-08-31T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/adi/"
    },
    {
      "claim": "SHOP fundamentals snapshot: PE 99.47; market cap/assets $184.11B; revenue scale $13.27B; revenue QoQ 13.03%; revenue YoY 32.50%; gross margin 47.67%; net margin 41.92%; ROIC 12.74%; engine score health 70.62 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Shopify Inc., a commerce technology company, provides tools to start, scale, market, and run a business of various sizes in Canada, the United States, Europe, the Middle East, Africa, the Asia Pacific, and Latin America. The Company offers Shopify platform that enables merchants...",
        "gross_margin": "47.67%",
        "health_score": "70.62",
        "market_cap": "$184.11B",
        "name": "Shopify Inc.",
        "net_margin": "41.92%",
        "pe_ratio": "99.47",
        "revenue_growth_qoq": "13.03%",
        "revenue_growth_yoy": "32.50%",
        "revenue_scale": "$13.27B",
        "roic": "12.74%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/shop/",
        "ticker": "SHOP",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E1173",
      "source_type": "fundamentals",
      "ticker": "SHOP",
      "tier": 2,
      "timestamp": "2026-08-31T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/shop/"
    },
    {
      "claim": "VLO fundamentals snapshot: PE 14.33; market cap/assets $103.34B; revenue scale $132.93B; revenue QoQ 13.18%; revenue YoY 7.39%; gross margin 19.50%; net margin 10.15%; ROIC 15.48%; engine score health 70.77 / valuation 81.82.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Valero Energy Corporation manufactures, markets, and sells petroleum-based and low-carbon liquid transportation fuels and petrochemical products in the United States, Canada, the United Kingdom, Ireland, Latin America, Mexico, Peru, and internationally. It operates through three...",
        "gross_margin": "19.50%",
        "health_score": "70.77",
        "market_cap": "$103.34B",
        "name": "Valero Energy Corporation",
        "net_margin": "10.15%",
        "pe_ratio": "14.33",
        "revenue_growth_qoq": "13.18%",
        "revenue_growth_yoy": "7.39%",
        "revenue_scale": "$132.93B",
        "roic": "15.48%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/vlo/",
        "ticker": "VLO",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": "81.82"
      },
      "source_id": "E1174",
      "source_type": "fundamentals",
      "ticker": "VLO",
      "tier": 2,
      "timestamp": "2026-08-31T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/vlo/"
    },
    {
      "claim": "CRM fundamentals snapshot: PE 21.94; market cap/assets $211.96B; revenue scale $43.94B; revenue QoQ 1.90%; revenue YoY 11.23%; gross margin 76.65%; net margin 31.08%; ROIC 8.57%; engine score health 40.83 / valuation 75.00.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Salesforce, Inc. provides customer relationship management technology services that connect companies and customers together in the United States, Europe, and the Asia Pacific. The company offers Agentforce, which enables customers to build, deploy, and manage enterprise-grade,...",
        "gross_margin": "76.65%",
        "health_score": "40.83",
        "market_cap": "$211.96B",
        "name": "Salesforce, Inc.",
        "net_margin": "31.08%",
        "pe_ratio": "21.94",
        "revenue_growth_qoq": "1.90%",
        "revenue_growth_yoy": "11.23%",
        "revenue_scale": "$43.94B",
        "roic": "8.57%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crm/",
        "ticker": "CRM",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": "75.00"
      },
      "source_id": "E1175",
      "source_type": "fundamentals",
      "ticker": "CRM",
      "tier": 2,
      "timestamp": "2026-08-31T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/crm/"
    },
    {
      "claim": "ARM fundamentals snapshot: PE 247.47; market cap/assets $258.36B; revenue scale $5.16B; revenue QoQ -13.49%; revenue YoY 25.12%; gross margin 97.21%; net margin 20.95%; ROIC 7.97%; engine score health 57.44 / valuation 7.14.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Arm Holdings plc researches, develops, licenses, and markets central processing unit (CPU) intellectual property (IP), graphics processing unit IP, systems IP, compute subsystems (CSS), and associated software, tools and related services. The company provides a product portfolio...",
        "gross_margin": "97.21%",
        "health_score": "57.44",
        "market_cap": "$258.36B",
        "name": "Arm Holdings plc American Depositary Shares",
        "net_margin": "20.95%",
        "pe_ratio": "247.47",
        "revenue_growth_qoq": "-13.49%",
        "revenue_growth_yoy": "25.12%",
        "revenue_scale": "$5.16B",
        "roic": "7.97%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/arm/",
        "ticker": "ARM",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": "7.14"
      },
      "source_id": "E1176",
      "source_type": "fundamentals",
      "ticker": "ARM",
      "tier": 2,
      "timestamp": "2026-08-31T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/arm/"
    },
    {
      "claim": "GIS fundamentals snapshot: PE n/a; market cap/assets $21.99B; revenue scale $18.42B; revenue QoQ 3.90%; revenue YoY -5.45%; gross margin 34.23%; net margin -43.56%; ROIC 12.29%; engine score health 51.43 / valuation 30.00.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "General Mills, Inc. manufactures and markets branded consumer food in the United States and internationally. The company operates through four segments: North America Retail; International; North America Pet; and North America Foodservice. It offers snacks, including grain, frui...",
        "gross_margin": "34.23%",
        "health_score": "51.43",
        "market_cap": "$21.99B",
        "name": "General Mills, Inc.",
        "net_margin": "-43.56%",
        "pe_ratio": null,
        "revenue_growth_qoq": "3.90%",
        "revenue_growth_yoy": "-5.45%",
        "revenue_scale": "$18.42B",
        "roic": "12.29%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/gis/",
        "ticker": "GIS",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": "30.00"
      },
      "source_id": "E1177",
      "source_type": "fundamentals",
      "ticker": "GIS",
      "tier": 2,
      "timestamp": "2026-08-31T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/gis/"
    },
    {
      "claim": "SRE fundamentals snapshot: PE 23.40; market cap/assets $53.38B; revenue scale $13.60B; revenue QoQ -18.00%; revenue YoY 2.82%; gross margin 54.65%; net margin 26.59%; ROIC 3.17%; engine score health 48.75 / valuation 60.00.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Sempra engages in the regulated utilities business in the United States and Mexico. It operates through three segments: Sempra California, Sempra Texas Utilities, and Sempra Infrastructure. It also invests in and operates electric and gas utilities and other energy infrastructur...",
        "gross_margin": "54.65%",
        "health_score": "48.75",
        "market_cap": "$53.38B",
        "name": "Sempra",
        "net_margin": "26.59%",
        "pe_ratio": "23.40",
        "revenue_growth_qoq": "-18.00%",
        "revenue_growth_yoy": "2.82%",
        "revenue_scale": "$13.60B",
        "roic": "3.17%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/sre/",
        "ticker": "SRE",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": "60.00"
      },
      "source_id": "E1178",
      "source_type": "fundamentals",
      "ticker": "SRE",
      "tier": 2,
      "timestamp": "2026-08-31T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/sre/"
    },
    {
      "claim": "AON fundamentals snapshot: PE 17.71; market cap/assets $67.88B; revenue scale $17.49B; revenue QoQ 17.07%; revenue YoY 6.90%; gross margin 87.66%; net margin 24.08%; ROIC 9.37%; engine score health 64.00 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Aon plc operates as a professional services firm in the United States, rest of the Americas, the United Kingdom, Ireland, rest of Europe, the Middle East, Africa, and the Asia Pacific. It operates through Risk Capital and Human Capital segments. The company offers commercial ris...",
        "gross_margin": "87.66%",
        "health_score": "64.00",
        "market_cap": "$67.88B",
        "name": "Aon plc",
        "net_margin": "24.08%",
        "pe_ratio": "17.71",
        "revenue_growth_qoq": "17.07%",
        "revenue_growth_yoy": "6.90%",
        "revenue_scale": "$17.49B",
        "roic": "9.37%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/aon/",
        "ticker": "AON",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E1179",
      "source_type": "fundamentals",
      "ticker": "AON",
      "tier": 2,
      "timestamp": "2026-08-31T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/aon/"
    },
    {
      "claim": "TEAM fundamentals snapshot: PE n/a; market cap/assets $47.89B; revenue scale $6.57B; revenue QoQ -1.15%; revenue YoY 26.02%; gross margin 86.88%; net margin 7.87%; ROIC 0.17%; engine score health 49.38 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Atlassian Corporation provides a collaboration software that enables organizations to connect all teams through a system of work that unlocks productivity at scale worldwide. The company’s product portfolio includes Jira, Confluence, Loom, Jira Service Management, Rovo, Bitbucke...",
        "gross_margin": "86.88%",
        "health_score": "49.38",
        "market_cap": "$47.89B",
        "name": "Atlassian Corporation",
        "net_margin": "7.87%",
        "pe_ratio": null,
        "revenue_growth_qoq": "-1.15%",
        "revenue_growth_yoy": "26.02%",
        "revenue_scale": "$6.57B",
        "roic": "0.17%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/team/",
        "ticker": "TEAM",
        "timestamp": "2026-08-31T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E1180",
      "source_type": "fundamentals",
      "ticker": "TEAM",
      "tier": 2,
      "timestamp": "2026-08-31T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260831-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/team/"
    }
  ],
  "generated_at": "2026-09-01T13:41:54.621177+00:00",
  "market_regime": "Mixed regime; prioritize evidence-backed dispersion and keep hedge candidates visible.",
  "metadata": {
    "activation_score_weights": {
      "catalyst_quality": 30,
      "price_action": 30,
      "tradability": 10,
      "volume_confirmation": 30
    },
    "advice_boundary": "attention priority only; no deterministic buy/sell advice",
    "attention_grade_policy": "ranked_activation_score",
    "attention_grade_targets": {
      "A": 10,
      "B": 15,
      "S": 5
    },
    "candidate_count_before_card_cap": 150,
    "fundamentals_provider": "ProductionDbFundamentalsProvider",
    "locale": "zh",
    "market_data_provider": "YahooChartMarketDataProvider",
    "news_provider": "CompositeNewsProvider",
    "provider": "yahoo",
    "quote_refresh_seconds": 600,
    "quotes_provider": "YahooRealtimeQuoteProvider",
    "universe": "eligible_5b",
    "universe_size": 1119,
    "quotes_updated_at": "2026-09-01T13:41:57.195252+00:00"
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  "session": "premarket"
}