{
  "cards": [
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "S",
      "business_summary": "业务：Bio-Techne主要经营创新药物、抗体、mRNA、基因/细胞疗法或生物科研工具，收入来自药品销售、研发合作或授权。行业地位：Bio-Techne是生物科技赛道的重要参与者，可比/竞争公司包括Vertex Pharmaceuticals、Revolution Medicines、Insmed、United Therapeutics。关键变量主要是临床数据、监管审批、管线进展、商业化放量、专利周期和研发费用。",
      "core_catalyst": "Bio-Techne to Be Acquired by Germany's Merck in $11.3 Billion Deal",
      "evidence_summary": "TECH moved +19.4% in the latest session, +18.8% relative to benchmark, with volume at 4.8x its 20-day average. Reliable catalyst source: E2052.",
      "facts": [
        {
          "claim": "TECH moved +19.4% in the latest session, +18.8% relative to benchmark, with volume at 4.8x its 20-day average.",
          "source_id": "E0527",
          "timestamp": "2026-06-25T00:00:00+00:00"
        },
        {
          "claim": "Bio-Techne to Be Acquired by Germany's Merck in $11.3 Billion Deal",
          "source_id": "E2052",
          "timestamp": "2026-06-25T13:07:08+00:00"
        },
        {
          "claim": "Evercore ISI Upgrades Bio-Techne to Outperform From In Line, Adjusts Price Target to $73 From $50",
          "source_id": "E2053",
          "timestamp": "2026-06-25T13:00:53+00:00"
        },
        {
          "claim": "Germany’s Merck Is Buying Bio-Techne for $11.3 Billion",
          "source_id": "E2054",
          "timestamp": "2026-06-25T12:54:00+00:00"
        },
        {
          "claim": "Baird Adjusts Price Target on Bio-Techne to $73 From $49, Maintains Neutral Rating",
          "source_id": "E2055",
          "timestamp": "2026-06-25T12:08:18+00:00"
        },
        {
          "claim": "TECH matched the public Ross momentum watch adapter: Ross public momentum watch candidate; watch score 0.79; flags ross_public_scaffold_not_validated_alpha.",
          "source_id": "E2056",
          "timestamp": "2026-06-25T13:41:21.068259+00:00"
        },
        {
          "claim": "TECH fundamentals snapshot: PE 84.75; market cap/assets $11.00B; revenue scale $1.21B; revenue QoQ 5.25%; revenue YoY 0.17%; gross margin 66.88%; net margin 16.40%; ROIC 6.03%; engine score health 55.71 / valuation n/a.",
          "source_id": "E2272",
          "timestamp": "2026-06-23T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Bio-Techne Corporation, together with its subsidiaries, develops, manufactures, and sells life science reagents, instruments, and services for the research, diagnostics, and bioprocessing markets worldwide. The company operates through two segments, Protein Sciences, and Diagnos...",
        "gross_margin": "66.88%",
        "health_score": "55.71",
        "market_cap": "$11.00B",
        "name": "Bio-Techne Corporation",
        "net_margin": "16.40%",
        "pe_ratio": "84.75",
        "revenue_growth_qoq": "5.25%",
        "revenue_growth_yoy": "0.17%",
        "revenue_scale": "$1.21B",
        "roic": "6.03%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/tech/",
        "ticker": "TECH",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +18.8% suggests attention shifted faster than the benchmark on the latest session.",
        "Crowding risk is high enough to block chase-style activation."
      ],
      "invalidation": "Attention thesis weakens if price closes below 58.88 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": "TECH",
        "timestamp": "2026-06-25T13:41:39+00:00",
        "price": 70.265,
        "previous_close": 58.875,
        "change": 11.39,
        "change_pct": 0.19346072186836527,
        "change_5d_pct": 0.27754545454545454,
        "change_20d_pct": 0.4611145721990353,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/TECH?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "volume_surge",
        "regular_open_gap_up_gt_7pct",
        "breakout_20d",
        "gap_fade",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_analyst",
        "ross_public_momo_watch"
      ],
      "risk_summary": "Crowding is the primary risk; platform action should prevent chase behavior.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 4,
        "expectation_gap": 1,
        "price_action": 20,
        "price_confirmation": 5,
        "risk_reward": 1,
        "time_sensitivity": 5,
        "total": 71,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 23
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0527",
        "E2052",
        "E2053",
        "E2054",
        "E2055",
        "E2056",
        "E2272"
      ],
      "stage": "crowded",
      "theme": "Ross public momentum watch",
      "ticker": "TECH",
      "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：美光设计并制造 DRAM、NAND、NOR、SSD、移动存储、图形显存、车规存储和 HBM 产品，客户包括云数据中心、AI 服务器厂商、PC 与手机厂商、汽车电子、工业和消费电子公司。收入来自存储芯片和模组销售，关键资产包括先进制程存储技术、晶圆厂产能、HBM 封装能力、客户认证和库存管理。行业地位：美光是全球三大 DRAM 供应商之一，也是 AI 服务器 HBM 需求的重要受益者。经营与股价高度受存储价格周期影响，关键变量包括 DRAM/NAND 供需、HBM 份额和良率、AI 服务器订单、PC/手机复苏、库存水平、资本开支纪律、中国市场限制和同业扩产节奏。",
      "core_catalyst": "SEC 8-K filing: 8-K 2026-06-24",
      "evidence_summary": "MU moved +18.9% in the latest session, +18.4% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0680.",
      "facts": [
        {
          "claim": "MU moved +18.9% in the latest session, +18.4% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0021",
          "timestamp": "2026-06-25T00:00:00+00:00"
        },
        {
          "claim": "SEC 8-K filing: 8-K 2026-06-24",
          "source_id": "E0680",
          "timestamp": "2026-06-24T16:02:01+00:00"
        },
        {
          "claim": "Veteran Bank Revamps Micron Stock Price Target on Blowout Earnings",
          "source_id": "E0681",
          "timestamp": "2026-06-25T13:33:19+00:00"
        },
        {
          "claim": "Micron Soars 17%, SanDisk Jumps 15%, Western Digital Climbs 13% After Blowout Quarter Locks In $100B of AI Memory Demand",
          "source_id": "E0682",
          "timestamp": "2026-06-25T13:20:01+00:00"
        },
        {
          "claim": "Micron Jumps 267% as It Sees Memory Shortages Beyond 2027",
          "source_id": "E0683",
          "timestamp": "2026-06-25T13:18:48+00:00"
        },
        {
          "claim": "Wall St set for higher open after Micron revives AI optimism, upbeat economic data",
          "source_id": "E0684",
          "timestamp": "2026-06-25T13:15:43+00:00"
        },
        {
          "claim": "MU fundamentals snapshot: PE 23.43; market cap/assets $1.18T; revenue scale $90.27B; revenue QoQ 73.75%; revenue YoY 166.98%; gross margin 84.56%; net margin 68.12%; ROIC 44.25%; engine score health 75.00 / valuation 87.50.",
          "source_id": "E2273",
          "timestamp": "2026-06-24T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Micron Technology, Inc. designs, develops, manufactures, and sells memory and storage products in the United States, Taiwan, Japan, Mainland China, Hong Kong, Europe, and internationally. It operates through the Cloud Memory Business Unit; Core Data Center Business Unit; Mobile...",
        "gross_margin": "84.56%",
        "health_score": "75.00",
        "market_cap": "$1.18T",
        "name": "Micron Technology, Inc.",
        "net_margin": "68.12%",
        "pe_ratio": "23.43",
        "revenue_growth_qoq": "73.75%",
        "revenue_growth_yoy": "166.98%",
        "revenue_scale": "$90.27B",
        "roic": "44.25%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mu/",
        "ticker": "MU",
        "timestamp": "2026-06-24T00:00:00+00:00",
        "valuation_score": "87.50"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of +18.4% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 1048.51 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": "MU",
        "timestamp": "2026-06-25T13:41:41+00:00",
        "price": 1237.465,
        "previous_close": 1047.92,
        "change": 189.54499999999985,
        "change_pct": 0.18087735705015628,
        "change_5d_pct": 0.18623172145607692,
        "change_20d_pct": 0.3328863711025174,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/MU?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "near_local_high",
        "regular_open_gap_up_gt_7pct",
        "breakout_20d",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "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": 23,
        "price_confirmation": 4,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 70,
        "tradability": 5,
        "tradability_score": 10,
        "volume_confirmation": 7
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0021",
        "E0680",
        "E0681",
        "E0682",
        "E0683",
        "E0684",
        "E2273"
      ],
      "stage": "expanding",
      "theme": "supply-demand mismatch",
      "ticker": "MU",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "S",
      "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": "Micron Soars 17%, SanDisk Jumps 15%, Western Digital Climbs 13% After Blowout Quarter Locks In $100B of AI Memory Demand",
      "evidence_summary": "SNDK moved +19.7% in the latest session, +19.2% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0800.",
      "facts": [
        {
          "claim": "SNDK moved +19.7% in the latest session, +19.2% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0053",
          "timestamp": "2026-06-25T00:00:00+00:00"
        },
        {
          "claim": "Micron Soars 17%, SanDisk Jumps 15%, Western Digital Climbs 13% After Blowout Quarter Locks In $100B of AI Memory Demand",
          "source_id": "E0800",
          "timestamp": "2026-06-25T13:20:01+00:00"
        },
        {
          "claim": "Dow Jones Futures Rise As Micron Earnings Send Sandisk, Techs Soaring; Fed Inflation Data Due",
          "source_id": "E0801",
          "timestamp": "2026-06-25T12:08:18+00:00"
        },
        {
          "claim": "Qualcomm, Sandisk, Western Digital, Wendy’s, and More Stocks That Explain Today’s Market",
          "source_id": "E0802",
          "timestamp": "2026-06-25T13:03:00+00:00"
        },
        {
          "claim": "Sandisk Stock Is Up 770% This Year and Polymarket Just Called It \"the Most Overbought Stock in History.\" Here's the Case for Buying Anyway.",
          "source_id": "E0803",
          "timestamp": "2026-06-25T11:05:00+00:00"
        },
        {
          "claim": "SNDK fundamentals snapshot: PE 62.87; market cap/assets $283.34B; revenue scale $13.18B; revenue QoQ 96.69%; revenue YoY 82.76%; gross margin 78.35%; net margin 60.76%; ROIC 31.60%; engine score health 73.33 / valuation 33.33.",
          "source_id": "E2274",
          "timestamp": "2026-06-24T00:00:00+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 United States, Europe, the Middle East, Africa, Asia, and internationally. The company offers solid state drives for desktop and notebook PCs, gaming conso...",
        "gross_margin": "78.35%",
        "health_score": "73.33",
        "market_cap": "$283.34B",
        "name": "Sandisk Corporation",
        "net_margin": "60.76%",
        "pe_ratio": "62.87",
        "revenue_growth_qoq": "96.69%",
        "revenue_growth_yoy": "82.76%",
        "revenue_scale": "$13.18B",
        "roic": "31.60%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/sndk/",
        "ticker": "SNDK",
        "timestamp": "2026-06-24T00:00:00+00:00",
        "valuation_score": "33.33"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +19.2% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 1914.46 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": "SNDK",
        "timestamp": "2026-06-25T13:41:41+00:00",
        "price": 2265.75,
        "previous_close": 1921.415,
        "change": 344.33500000000004,
        "change_pct": 0.1792090724804376,
        "change_5d_pct": 0.15670305468672585,
        "change_20d_pct": 0.425053828131406,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/SNDK?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "regular_open_gap_up_gt_7pct",
        "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": 2,
        "expectation_gap": 2,
        "price_action": 19,
        "price_confirmation": 4,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 66,
        "tradability": 4,
        "tradability_score": 10,
        "volume_confirmation": 7
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0053",
        "E0800",
        "E0801",
        "E0802",
        "E0803",
        "E2274"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "SNDK",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "S",
      "business_summary": "业务：Trip.com Group主要经营中国及国际在线旅行服务，覆盖酒店、机票、旅游产品和企业差旅。行业地位：Trip.com Group是旅游服务赛道的重要公司，可比/竞争公司包括Booking Holdings、Royal Caribbean Cruises、Viking Holdings、Norwegian Cruise Line Holdings。关键变量主要是出行需求、票价和入住率、燃料成本、汇率、舱位供给和消费者可选支出。",
      "core_catalyst": "Analyst Report: Trip.com Group Limited",
      "evidence_summary": "TCOM moved -15.6% in the latest session, -16.1% relative to benchmark, with volume at 1.1x its 20-day average. Reliable catalyst source: E1366.",
      "facts": [
        {
          "claim": "TCOM moved -15.6% in the latest session, -16.1% relative to benchmark, with volume at 1.1x its 20-day average.",
          "source_id": "E0242",
          "timestamp": "2026-06-25T00:00:00+00:00"
        },
        {
          "claim": "Analyst Report: Trip.com Group Limited",
          "source_id": "E1366",
          "timestamp": "2026-06-25T07:57:39+00:00"
        },
        {
          "claim": "Trip.com Group Ltd (TCOM) Q1 2026 Earnings Call Highlights: Strong Revenue Growth Amidst ...",
          "source_id": "E1367",
          "timestamp": "2026-06-25T07:00:22+00:00"
        },
        {
          "claim": "Trip.com (TCOM) Lags Q1 Earnings Estimates",
          "source_id": "E1368",
          "timestamp": "2026-06-24T23:15:02+00:00"
        },
        {
          "claim": "Trip.com: Q1 Earnings Snapshot",
          "source_id": "E1369",
          "timestamp": "2026-06-24T22:11:42+00:00"
        },
        {
          "claim": "TCOM fundamentals snapshot: PE 7.02; market cap/assets $24.50B; revenue scale $64.79B; revenue QoQ +5.3%; revenue YoY 17.20%; gross margin 79.45%; net margin 70.69%; ROIC 6.04%.",
          "source_id": "E2275",
          "timestamp": "2026-06-25T13:41:21.181021+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Trip.com Group Limited, through its subsidiaries, operates as a travel service provider for accommodation reservation, transportation ticketing, packaged tours, in-destination, corporate travel management, and other travel-related services in China and internationally. It acts a...",
        "gross_margin": "79.45%",
        "health_score": null,
        "market_cap": "$24.50B",
        "name": "Trip.com Group Limited",
        "net_margin": "70.69%",
        "pe_ratio": "7.02",
        "revenue_growth_qoq": "+5.3%",
        "revenue_growth_yoy": "17.20%",
        "revenue_scale": "$64.79B",
        "roic": "6.04%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+market-cap-sanity-fallback:https://stockanalysis.com/stocks/tcom/+field-fallback:https://stockanalysis.com/stocks/tcom/",
        "ticker": "TCOM",
        "timestamp": "2026-06-25T13:41:21.181021+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -16.1% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 46.30 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": "TCOM",
        "timestamp": "2026-06-25T13:41:39+00:00",
        "price": 39.13,
        "previous_close": 46.3,
        "change": -7.169999999999995,
        "change_pct": -0.15485961123110137,
        "change_5d_pct": -0.16263641379596339,
        "change_20d_pct": -0.18155200008298022,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/TCOM?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "near_local_low",
        "breakdown_20d",
        "event_news",
        "catalyst_analyst",
        "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": 2,
        "expectation_gap": 2,
        "price_action": 23,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 62,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 4
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0242",
        "E1366",
        "E1367",
        "E1368",
        "E1369",
        "E2275"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "TCOM",
      "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": "S",
      "business_summary": "业务：希捷设计和销售硬盘、存储子系统和相关数据存储解决方案，重点服务云数据中心、企业服务器、视频监控、NAS、外置硬盘和边缘设备场景。收入来自大容量 HDD 出货、企业存储产品、渠道分销和 OEM 客户采购，关键客户包括云服务商、服务器厂商、企业 IT 买家和消费电子渠道。行业地位：希捷与西部数据共同主导全球 HDD 市场，竞争焦点集中在近线大容量硬盘。影响经营和股价的变量包括云厂商资本开支、AI 与数据增长带来的大容量存储需求、HAMR 等新技术量产、单位容量成本、库存周期、价格纪律、NAND 替代压力以及少数大客户采购节奏。",
      "core_catalyst": "Western Digital And Seagate Stocks Get Boost From Big Micron Earnings Beat",
      "evidence_summary": "STX moved +10.4% in the latest session, +9.9% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0836.",
      "facts": [
        {
          "claim": "STX moved +10.4% in the latest session, +9.9% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0064",
          "timestamp": "2026-06-25T00:00:00+00:00"
        },
        {
          "claim": "Western Digital And Seagate Stocks Get Boost From Big Micron Earnings Beat",
          "source_id": "E0836",
          "timestamp": "2026-06-25T12:22:53+00:00"
        },
        {
          "claim": "WDC, STX, SNDK, INTC, AMD: Chip Stocks Rally After Micron's Stellar Q3 Earnings",
          "source_id": "E0837",
          "timestamp": "2026-06-25T02:43:35+00:00"
        },
        {
          "claim": "Is Seagate (STX) Turning AI-Fueled Pricing Power Into a More Durable Earnings Model?",
          "source_id": "E0838",
          "timestamp": "2026-06-25T02:10:08+00:00"
        },
        {
          "claim": "Why Seagate (STX) Shares Are Getting Obliterated Today",
          "source_id": "E0839",
          "timestamp": "2026-06-25T00:32:25+00:00"
        },
        {
          "claim": "STX fundamentals snapshot: PE 93.73; market cap/assets $222.89B; revenue scale $11.01B; revenue QoQ 10.16%; revenue YoY 28.92%; gross margin 46.50%; net margin 24.04%; ROIC 35.08%; engine score health 75.67 / valuation 16.67.",
          "source_id": "E2276",
          "timestamp": "2026-06-24T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Seagate Technology Holdings plc engages in the provision of data storage technology and infrastructure solutions in Singapore, the United States, the Netherlands, and internationally. The company offers mass capacity storage products, including enterprise nearline hard disk driv...",
        "gross_margin": "46.50%",
        "health_score": "75.67",
        "market_cap": "$222.89B",
        "name": "Seagate Technology Holdings plc",
        "net_margin": "24.04%",
        "pe_ratio": "93.73",
        "revenue_growth_qoq": "10.16%",
        "revenue_growth_yoy": "28.92%",
        "revenue_scale": "$11.01B",
        "roic": "35.08%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/stx/",
        "ticker": "STX",
        "timestamp": "2026-06-24T00:00:00+00:00",
        "valuation_score": "16.67"
      },
      "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 993.25 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": "STX",
        "timestamp": "2026-06-25T13:41:38+00:00",
        "price": 1093.0,
        "previous_close": 993.45,
        "change": 99.54999999999995,
        "change_pct": 0.10020635160299962,
        "change_5d_pct": 0.025261057029775325,
        "change_20d_pct": 0.2553695285341433,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/STX?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "regular_open_gap_up_gt_7pct",
        "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": 1,
        "expectation_gap": 4,
        "price_action": 19,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 60,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0064",
        "E0836",
        "E0837",
        "E0838",
        "E0839",
        "E2276"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "STX",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "A",
      "business_summary": "业务：Corning主要经营显示玻璃、光通信、特殊材料、环境科技和生命科学玻璃产品。行业地位：Corning是硬件设备与零部件赛道的超核心公司，可比/竞争公司包括Keysight Technologies、TE Connectivity、Coherent、Celestica。关键变量主要是AI和通信需求、工业资本开支、订单周期、客户认证、库存去化和毛利率。",
      "core_catalyst": "Corning (GLW) Lands Amazon Fiber Deal As AI Data Center Demand Builds",
      "evidence_summary": "GLW moved +9.3% in the latest session, +8.8% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0899.",
      "facts": [
        {
          "claim": "GLW moved +9.3% in the latest session, +8.8% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0081",
          "timestamp": "2026-06-25T00:00:00+00:00"
        },
        {
          "claim": "Corning (GLW) Lands Amazon Fiber Deal As AI Data Center Demand Builds",
          "source_id": "E0899",
          "timestamp": "2026-06-25T05:06:33+00:00"
        },
        {
          "claim": "How Corning’s (GLW) Amazon Agreement Turns AI Data-Center Fiber Demand Into Domestic Capacity Expansion",
          "source_id": "E0900",
          "timestamp": "2026-06-24T18:53:13+00:00"
        },
        {
          "claim": "Corning Announces Quarterly Dividend",
          "source_id": "E0901",
          "timestamp": "2026-06-24T18:39:00+00:00"
        },
        {
          "claim": "Why Did UAL, GLW, ABSI Stocks Surge To 52-Week Highs Today?",
          "source_id": "E0902",
          "timestamp": "2026-06-25T03:24:38+00:00"
        },
        {
          "claim": "GLW fundamentals snapshot: PE 97.87; market cap/assets $177.15B; revenue scale $16.32B; revenue QoQ -1.68%; revenue YoY 20.05%; gross margin 36.87%; net margin 8.95%; ROIC 8.00%; engine score health 51.39 / valuation 22.22.",
          "source_id": "E2277",
          "timestamp": "2026-06-24T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Corning Incorporated operates in optical communications, display, specialty materials, automotive, and life sciences businesses in the United States, Canada, Mexico, Japan, Taiwan, China, South Korea, Germany, and internationally. The company provides optical fibers and cables;...",
        "gross_margin": "36.87%",
        "health_score": "51.39",
        "market_cap": "$177.15B",
        "name": "Corning Incorporated",
        "net_margin": "8.95%",
        "pe_ratio": "97.87",
        "revenue_growth_qoq": "-1.68%",
        "revenue_growth_yoy": "20.05%",
        "revenue_scale": "$16.32B",
        "roic": "8.00%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/glw/",
        "ticker": "GLW",
        "timestamp": "2026-06-24T00:00:00+00:00",
        "valuation_score": "22.22"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +8.8% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 205.83 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": "GLW",
        "timestamp": "2026-06-25T13:41:41+00:00",
        "price": 223.435,
        "previous_close": 205.79,
        "change": 17.64500000000001,
        "change_pct": 0.08574274746100397,
        "change_5d_pct": 0.2738597934721958,
        "change_20d_pct": 0.17049086235219724,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/GLW?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "near_local_high",
        "breakout_20d",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "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": 22,
        "price_confirmation": 4,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 58,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0081",
        "E0899",
        "E0900",
        "E0901",
        "E0902",
        "E2277"
      ],
      "stage": "late",
      "theme": "supply-demand mismatch",
      "ticker": "GLW",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "A",
      "business_summary": "业务：西部数据生产 HDD、NAND 闪存、SSD、存储卡、U 盘、嵌入式闪存和外置存储设备，服务云数据中心、企业服务器、PC、游戏主机、智能手机、工业设备和消费电子渠道。收入来自硬盘出货、闪存产品、企业 SSD、品牌零售存储和 OEM 客户采购，关键客户包括云服务商、设备制造商、企业 IT 部门和零售渠道。行业地位：西部数据在 HDD 和 NAND 闪存两条存储链上都有重要地位，业务表现高度受存储周期影响。影响经营和股价的变量包括 NAND 价格周期、云客户近线硬盘需求、AI 数据中心存储扩张、库存去化、技术节点转换、与铠侠相关的产业结构变化、资本开支纪律以及 HDD 和 SSD 的替代关系。",
      "core_catalyst": "SEC 4 filing: 4 2026-06-17",
      "evidence_summary": "WDC moved +9.8% in the latest session, +9.3% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0862.",
      "facts": [
        {
          "claim": "WDC moved +9.8% in the latest session, +9.3% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0071",
          "timestamp": "2026-06-25T00:00:00+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-06-17",
          "source_id": "E0862",
          "timestamp": "2026-06-23T01:16:56+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-06-17",
          "source_id": "E0863",
          "timestamp": "2026-06-23T01:16:48+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-06-17",
          "source_id": "E0864",
          "timestamp": "2026-06-23T01:16:42+00:00"
        },
        {
          "claim": "Micron Soars 17%, SanDisk Jumps 15%, Western Digital Climbs 13% After Blowout Quarter Locks In $100B of AI Memory Demand",
          "source_id": "E0865",
          "timestamp": "2026-06-25T13:20:01+00:00"
        },
        {
          "claim": "Western Digital And Seagate Stocks Get Boost From Big Micron Earnings Beat",
          "source_id": "E0866",
          "timestamp": "2026-06-25T12:22:53+00:00"
        },
        {
          "claim": "WDC, STX, SNDK, INTC, AMD: Chip Stocks Rally After Micron's Stellar Q3 Earnings",
          "source_id": "E0867",
          "timestamp": "2026-06-25T02:43:35+00:00"
        },
        {
          "claim": "Qualcomm, Sandisk, Western Digital, Wendy’s, and More Stocks That Explain Today’s Market",
          "source_id": "E0868",
          "timestamp": "2026-06-25T13:03:00+00:00"
        },
        {
          "claim": "WDC fundamentals snapshot: PE 34.25; market cap/assets $222.12B; revenue scale $11.78B; revenue QoQ 10.61%; revenue YoY 9.10%; gross margin 50.22%; net margin 96.04%; ROIC 24.09%; engine score health 59.67 / valuation 33.33.",
          "source_id": "E2278",
          "timestamp": "2026-06-24T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Western Digital Corporation develops, manufactures, and sells data storage devices and solutions based on hard disk drive (HDD) technology in the United States, Asia, Europe, the Middle East, and Africa. The company offers internal HDDs, data center drives, data center platforms...",
        "gross_margin": "50.22%",
        "health_score": "59.67",
        "market_cap": "$222.12B",
        "name": "Western Digital Corporation",
        "net_margin": "96.04%",
        "pe_ratio": "34.25",
        "revenue_growth_qoq": "10.61%",
        "revenue_growth_yoy": "9.10%",
        "revenue_scale": "$11.78B",
        "roic": "24.09%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/wdc/",
        "ticker": "WDC",
        "timestamp": "2026-06-24T00:00:00+00:00",
        "valuation_score": "33.33"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of +9.3% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 643.83 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": "WDC",
        "timestamp": "2026-06-25T13:41:40+00:00",
        "price": 698.93,
        "previous_close": 644.38,
        "change": 54.549999999999955,
        "change_pct": 0.08465501722586044,
        "change_5d_pct": -0.018535948200897323,
        "change_20d_pct": 0.3172446893315004,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/WDC?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "regular_open_gap_up_gt_7pct",
        "gap_fade",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "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": 1,
        "expectation_gap": 4,
        "price_action": 16,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 57,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 6
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0071",
        "E0862",
        "E0863",
        "E0864",
        "E0865",
        "E0866",
        "E0867",
        "E0868",
        "E2278"
      ],
      "stage": "expanding",
      "theme": "regulatory or policy catalyst",
      "ticker": "WDC",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "A",
      "business_summary": "业务：Acuity Inc. 面向商业楼宇业主、电气承包商、学校、医院、仓储设施和系统集成商销售 LED 灯具、照明控制系统、传感器以及楼宇管理平台。回款一部分来自灯具和控制硬件出货，一部分来自楼宇自动化、空间分析和运维软件；Acuity Brands Lighting、Distech Controls、Atrius 等仍是具体业务和产品品牌。行业地位：Acuity Inc. 在北美商用照明市场长期占据前排位置，渠道深、规格库全、与设计院和承包商关系稳是它的优势。竞争对手包括 Signify、Hubbell、Legrand、Schneider Electric 和 Johnson Controls，关键经营变量是商业建筑开工、节能改造预算、楼宇智能化升级节奏、渠道库存和照明产品价格竞争。",
      "core_catalyst": "Acuity (AYI) Beats Q3 Earnings and Revenue Estimates",
      "evidence_summary": "AYI moved +16.2% in the latest session, +15.7% relative to benchmark, with volume at 0.4x its 20-day average. Reliable catalyst source: E2037.",
      "facts": [
        {
          "claim": "AYI moved +16.2% in the latest session, +15.7% relative to benchmark, with volume at 0.4x its 20-day average.",
          "source_id": "E0520",
          "timestamp": "2026-06-25T00:00:00+00:00"
        },
        {
          "claim": "Acuity (AYI) Beats Q3 Earnings and Revenue Estimates",
          "source_id": "E2037",
          "timestamp": "2026-06-25T11:10:01+00:00"
        },
        {
          "claim": "Acuity Fiscal Q3 Adjusted Earnings, Net Sales Rise",
          "source_id": "E2038",
          "timestamp": "2026-06-25T10:19:31+00:00"
        },
        {
          "claim": "Acuity: Fiscal Q3 Earnings Snapshot",
          "source_id": "E2039",
          "timestamp": "2026-06-25T10:07:35+00:00"
        },
        {
          "claim": "Acuity Brands (NYSE:AYI) Surprises With Q2 CY2026 Sales",
          "source_id": "E2040",
          "timestamp": "2026-06-25T10:10:18+00:00"
        },
        {
          "claim": "AYI fundamentals snapshot: PE 26.07; market cap/assets $8.82B; revenue scale $4.61B; revenue QoQ +13.4%; revenue YoY 1.65%; gross margin 50.62%; net margin 11.77%; ROIC 3.93%.",
          "source_id": "E2279",
          "timestamp": "2026-06-25T13:41:21.180574+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Acuity Inc. provides lighting, lighting controls, building management system, and an audio, video, and control platform in the United States and internationally. It operates in two segments, Acuity Brands Lighting (ABL); and the Acuity Intelligent Spaces (AIS). The ABL segment p...",
        "gross_margin": "50.62%",
        "health_score": null,
        "market_cap": "$8.82B",
        "name": "Acuity Brands, Inc.",
        "net_margin": "11.77%",
        "pe_ratio": "26.07",
        "revenue_growth_qoq": "+13.4%",
        "revenue_growth_yoy": "1.65%",
        "revenue_scale": "$4.61B",
        "roic": "3.93%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ayi/",
        "ticker": "AYI",
        "timestamp": "2026-06-25T13:41:21.180574+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +15.7% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 305.51 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": "AYI",
        "timestamp": "2026-06-25T13:41:36+00:00",
        "price": 355.88,
        "previous_close": 305.51,
        "change": 50.370000000000005,
        "change_pct": 0.16487185362181278,
        "change_5d_pct": 0.16430018889028775,
        "change_20d_pct": 0.19929908914169014,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/AYI?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "breakout_20d",
        "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": 2,
        "expectation_gap": 2,
        "price_action": 20,
        "price_confirmation": 3,
        "risk_reward": 3,
        "time_sensitivity": 3,
        "total": 57,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 2
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0520",
        "E2037",
        "E2038",
        "E2039",
        "E2040",
        "E2279"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "AYI",
      "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：Dell 销售个人电脑、商用终端、服务器、存储和企业基础设施方案，近年 AI 服务器和企业数据中心需求是重要增长线索。行业地位：全球 PC 和企业硬件核心厂商之一，变量是 PC 换机周期、AI 服务器订单、存储需求和毛利结构。",
      "core_catalyst": "Zacks.com featured highlights Dell, Hewlett and Taiwan",
      "evidence_summary": "DELL moved -8.0% in the latest session, -8.5% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0892.",
      "facts": [
        {
          "claim": "DELL moved -8.0% in the latest session, -8.5% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0079",
          "timestamp": "2026-06-25T00:00:00+00:00"
        },
        {
          "claim": "Zacks.com featured highlights Dell, Hewlett and Taiwan",
          "source_id": "E0892",
          "timestamp": "2026-06-25T08:19:00+00:00"
        },
        {
          "claim": "Dell Technologies Insider Sold Shares Worth $5,061,262, According to a Recent SEC Filing",
          "source_id": "E0893",
          "timestamp": "2026-06-24T20:12:07+00:00"
        },
        {
          "claim": "Dell Technologies (DELL) Stock After 240% YTD Rally Is There Further Upside Potential",
          "source_id": "E0894",
          "timestamp": "2026-06-25T04:29:45+00:00"
        },
        {
          "claim": "Missed Out On Dell Technologies' Red-Hot Rally? Here's Another Artificial Intelligence (AI) Infrastructure Stock to Buy Hand Over Fist Before It Becomes a Multibagger",
          "source_id": "E0895",
          "timestamp": "2026-06-25T01:43:00+00:00"
        },
        {
          "claim": "DELL fundamentals snapshot: PE 33.02; market cap/assets $277.63B; revenue scale $134.00B; revenue QoQ 31.35%; revenue YoY 38.75%; gross margin 17.75%; net margin 7.84%; ROIC 9.31%; engine score health 63.41 / valuation 100.00.",
          "source_id": "E2280",
          "timestamp": "2026-06-23T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Dell Technologies Inc. designs, develops, manufactures, markets, sells, and supports various comprehensive and integrated solutions, products, and services in the Americas, Europe, the Middle East, Asia, and internationally. The company operates through Infrastructure Solutions...",
        "gross_margin": "17.75%",
        "health_score": "63.41",
        "market_cap": "$277.63B",
        "name": "Dell Technologies Inc.",
        "net_margin": "7.84%",
        "pe_ratio": "33.02",
        "revenue_growth_qoq": "31.35%",
        "revenue_growth_yoy": "38.75%",
        "revenue_scale": "$134.00B",
        "roic": "9.31%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/dell/",
        "ticker": "DELL",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": "100.00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -8.5% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 434.06 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": "DELL",
        "timestamp": "2026-06-25T13:41:41+00:00",
        "price": 400.965,
        "previous_close": 434.02,
        "change": -33.05500000000001,
        "change_pct": -0.07616008478871938,
        "change_5d_pct": -0.04377326863401165,
        "change_20d_pct": 0.3132614646318148,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/DELL?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_geopolitics",
        "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": 0,
        "expectation_gap": 4,
        "price_action": 15,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 56,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0079",
        "E0892",
        "E0893",
        "E0894",
        "E0895",
        "E2280"
      ],
      "stage": "reversal_risk",
      "theme": "geopolitical risk",
      "ticker": "DELL",
      "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：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 8-K filing: 8-K 2026-06-21",
      "evidence_summary": "QCOM moved +7.4% in the latest session, +6.9% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E0822.",
      "facts": [
        {
          "claim": "QCOM moved +7.4% in the latest session, +6.9% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0059",
          "timestamp": "2026-06-25T00:00:00+00:00"
        },
        {
          "claim": "SEC 8-K filing: 8-K 2026-06-21",
          "source_id": "E0822",
          "timestamp": "2026-06-24T08:10:32+00:00"
        },
        {
          "claim": "UBS Adjusts Price Target on QUALCOMM to $235 From $170, Maintains Neutral Rating",
          "source_id": "E0823",
          "timestamp": "2026-06-25T13:19:44+00:00"
        },
        {
          "claim": "Morgan Stanley upgrades Qualcomm after $5B data center forecast",
          "source_id": "E0824",
          "timestamp": "2026-06-25T12:54:20+00:00"
        },
        {
          "claim": "Qualcomm Signs Meta as Its First Data Center Customer",
          "source_id": "E0825",
          "timestamp": "2026-06-25T13:22:47+00:00"
        },
        {
          "claim": "Qualcomm, Sandisk, Western Digital, Wendy’s, and More Stocks That Explain Today’s Market",
          "source_id": "E0826",
          "timestamp": "2026-06-25T13:03:00+00:00"
        },
        {
          "claim": "QCOM fundamentals snapshot: PE 21.07; market cap/assets $209.06B; revenue scale $44.49B; revenue QoQ -13.49%; revenue YoY 5.21%; gross margin 53.77%; net margin 69.53%; ROIC 19.87%; engine score health 56.62 / valuation 93.75.",
          "source_id": "E2281",
          "timestamp": "2026-06-24T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": "53.77%",
        "health_score": "56.62",
        "market_cap": "$209.06B",
        "name": "QUALCOMM Incorporated",
        "net_margin": "69.53%",
        "pe_ratio": "21.07",
        "revenue_growth_qoq": "-13.49%",
        "revenue_growth_yoy": "5.21%",
        "revenue_scale": "$44.49B",
        "roic": "19.87%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "QCOM",
        "timestamp": "2026-06-24T00:00:00+00:00",
        "valuation_score": "93.75"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of +6.9% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 197.41 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": "QCOM",
        "timestamp": "2026-06-25T13:41:40+00:00",
        "price": 211.55,
        "previous_close": 197.325,
        "change": 14.225000000000023,
        "change_pct": 0.07208919295578364,
        "change_5d_pct": -0.006667611459660661,
        "change_20d_pct": -0.09361608598059812,
        "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",
        "regular_open_gap_up_gt_7pct",
        "gap_fade",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_analyst",
        "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": 14,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 55,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 6
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0059",
        "E0822",
        "E0823",
        "E0824",
        "E0825",
        "E0826",
        "E2281"
      ],
      "stage": "expanding",
      "theme": "regulatory or policy catalyst",
      "ticker": "QCOM",
      "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：AppLovin 为移动应用开发者提供广告获客、广告交易、变现和数据优化工具，核心平台包括 AppDiscovery、MAX 和 AXON 广告算法系统。收入主要来自广告主投放预算、应用开发者变现分成和自有应用组合的广告收入，客户包括移动游戏公司、消费应用开发商和广告代理渠道。行业地位：AppLovin 是移动效果广告领域的重要平台，算法匹配能力和开发者供给决定竞争力。影响经营和股价的变量包括 AXON 模型效果、移动游戏广告预算、广告主 ROI、苹果和安卓隐私政策变化、应用安装市场景气度、平台抽成结构、与 Unity、Google、Meta 等广告生态的竞争以及自有应用组合调整。",
      "core_catalyst": "Citi Has a New Warning for AppLovin Stock Investors",
      "evidence_summary": "APP moved -9.4% in the latest session, -9.9% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0852.",
      "facts": [
        {
          "claim": "APP moved -9.4% in the latest session, -9.9% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0068",
          "timestamp": "2026-06-25T00:00:00+00:00"
        },
        {
          "claim": "Citi Has a New Warning for AppLovin Stock Investors",
          "source_id": "E0852",
          "timestamp": "2026-06-22T17:06:22+00:00"
        },
        {
          "claim": "Arete Research Adjusts Price Target on AppLovin to $406 From $340, Maintains Neutral Rating",
          "source_id": "E0853",
          "timestamp": "2026-06-22T09:41:59+00:00"
        },
        {
          "claim": "AppLovin vs. Twilio: Which Technology Stock Is a Better Buy in 2026?",
          "source_id": "E0854",
          "timestamp": "2026-06-23T19:19:00+00:00"
        },
        {
          "claim": "ARM vs. APP: Which AI-Exposed Tech Stock to Consider Right Now?",
          "source_id": "E0855",
          "timestamp": "2026-06-23T17:51:00+00:00"
        },
        {
          "claim": "APP fundamentals snapshot: PE 39.46; market cap/assets $156.36B; revenue scale $6.16B; revenue QoQ 11.13%; revenue YoY 51.16%; gross margin 88.95%; net margin 65.44%; ROIC 61.65%; engine score health 77.09 / valuation 22.22.",
          "source_id": "E2282",
          "timestamp": "2026-06-24T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "AppLovin Corporation provides end-to-end artificial intelligence-powered advertising solutions for businesses in the United States and internationally. It operates through two segments, Advertising and Apps. The company offers Axon Ads Manager, a suite of marketing solutions tha...",
        "gross_margin": "88.95%",
        "health_score": "77.09",
        "market_cap": "$156.36B",
        "name": "AppLovin Corporation",
        "net_margin": "65.44%",
        "pe_ratio": "39.46",
        "revenue_growth_qoq": "11.13%",
        "revenue_growth_yoy": "51.16%",
        "revenue_scale": "$6.16B",
        "roic": "61.65%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/app/",
        "ticker": "APP",
        "timestamp": "2026-06-24T00:00:00+00:00",
        "valuation_score": "22.22"
      },
      "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": "Downside attention thesis weakens if price recovers above 464.96 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": "APP",
        "timestamp": "2026-06-25T13:41:39+00:00",
        "price": 424.027,
        "previous_close": 465.13,
        "change": -41.10300000000001,
        "change_pct": -0.08836884311912796,
        "change_5d_pct": -0.11567079889877296,
        "change_20d_pct": -0.25325011493200233,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/APP?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "breakdown_20d",
        "event_news",
        "catalyst_geopolitics",
        "event_news",
        "catalyst_analyst",
        "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": 3,
        "expectation_gap": 3,
        "price_action": 20,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 55,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0068",
        "E0852",
        "E0853",
        "E0854",
        "E0855",
        "E2282"
      ],
      "stage": "reversal_risk",
      "theme": "geopolitical risk",
      "ticker": "APP",
      "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：阿里巴巴通过淘宝、天猫、1688等平台连接商家、品牌和消费者，收入来自广告、佣金、商家工具和增值服务；阿里云提供云计算、数据库、AI算力、模型服务和企业数字化解决方案；国际业务包括AliExpress、Lazada、Trendyol和Alibaba.com；本地生活、菜鸟、盒马、高德、优酷等资产覆盖配送、导航、零售和内容场景。行业地位：阿里仍是中国电商和云计算的重要基础平台，但流量和商家预算受到拼多多、抖音电商、京东和垂直平台挤压。真正影响经营和股价的是中国消费复苏、广告变现效率、用户留存、商家ROI、阿里云AI需求和价格竞争、监管环境、中美科技限制、国际电商亏损收窄、物流资产效率和资本配置。",
      "core_catalyst": "Alibaba Group (BABA) Down 30% YTD, Faces Mounting Pressure From Geopolitical Risks and Regulatory Scrutiny",
      "evidence_summary": "BABA moved -3.7% in the latest session, -4.2% relative to benchmark, with volume at 0.3x its 20-day average. Reliable catalyst source: E0742.",
      "facts": [
        {
          "claim": "BABA moved -3.7% in the latest session, -4.2% relative to benchmark, with volume at 0.3x its 20-day average.",
          "source_id": "E0037",
          "timestamp": "2026-06-25T00:00:00+00:00"
        },
        {
          "claim": "Alibaba Group (BABA) Down 30% YTD, Faces Mounting Pressure From Geopolitical Risks and Regulatory Scrutiny",
          "source_id": "E0742",
          "timestamp": "2026-06-25T12:03:06+00:00"
        },
        {
          "claim": "Nomura Adjusts Alibaba Price Target to $178 From $207, Maintains Buy Rating",
          "source_id": "E0743",
          "timestamp": "2026-06-25T11:06:33+00:00"
        },
        {
          "claim": "Alibaba Hits 16-Month Low in Hong Kong",
          "source_id": "E0744",
          "timestamp": "2026-06-25T13:20:00+00:00"
        },
        {
          "claim": "Anthropic Claims Alibaba Ran ‘Brazen’ Campaign to Access Its Claude AI Model",
          "source_id": "E0745",
          "timestamp": "2026-06-25T09:46:00+00:00"
        },
        {
          "claim": "BABA fundamentals snapshot: PE 15.64; market cap/assets $218.88B; revenue scale $1.02T; revenue QoQ -14.6%; revenue YoY 2.93%; gross margin 34.51%; net margin 9.66%; ROIC -0.05%.",
          "source_id": "E2283",
          "timestamp": "2026-06-25T13:41:24.141379+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Alibaba Group Holding Limited, through its subsidiaries, provides technology infrastructure and marketing reach to help merchants, brands, retailers, and other businesses in the People's Republic of China and internationally. It operates through the Alibaba China E-Commerce Grou...",
        "gross_margin": "34.51%",
        "health_score": null,
        "market_cap": "$218.88B",
        "name": "Alibaba Group Holding Limited",
        "net_margin": "9.66%",
        "pe_ratio": "15.64",
        "revenue_growth_qoq": "-14.6%",
        "revenue_growth_yoy": "2.93%",
        "revenue_scale": "$1.02T",
        "roic": "-0.05%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+market-cap-sanity-fallback:https://stockanalysis.com/stocks/baba/+field-fallback:https://stockanalysis.com/stocks/baba/",
        "ticker": "BABA",
        "timestamp": "2026-06-25T13:41:24.141379+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 99.80 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": "BABA",
        "timestamp": "2026-06-25T13:41:39+00:00",
        "price": 95.86,
        "previous_close": 99.785,
        "change": -3.924999999999997,
        "change_pct": -0.039334569324046664,
        "change_5d_pct": -0.10778110739267299,
        "change_20d_pct": -0.24968692550752702,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/BABA?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "near_local_low",
        "breakdown_20d",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_analyst",
        "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": 2,
        "expectation_gap": 3,
        "price_action": 12,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 53,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 4
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0037",
        "E0742",
        "E0743",
        "E0744",
        "E0745",
        "E2283"
      ],
      "stage": "reversal_risk",
      "theme": "regulatory or policy catalyst",
      "ticker": "BABA",
      "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": "A",
      "business_summary": "业务：卡特彼勒销售挖掘机、装载机、推土机、矿用卡车、地下采矿设备、柴油和天然气发动机、工业燃气轮机、柴油电力机车及零部件，并通过全球经销商体系提供维修、租赁、融资和再制造服务。客户覆盖基建施工、住宅和非住宅建设、矿业、油气、发电、铁路、船舶和工业应用，售后零件和服务是利润韧性的关键来源。行业地位：公司是全球工程机械和矿山设备龙头，品牌、经销商网络、装机量和零部件体系形成护城河。关键变量包括基建和采矿资本开支、油气和电力项目需求、经销商库存周期、钢材与物流成本、美元汇率、排放法规、利率对设备融资和建设活动的压制，以及售后服务占比。",
      "core_catalyst": "Wells Fargo Sees Caterpillar (CAT) Benefiting From Data Center and Energy Demand",
      "evidence_summary": "CAT moved +4.4% in the latest session, +3.9% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0703.",
      "facts": [
        {
          "claim": "CAT moved +4.4% in the latest session, +3.9% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0027",
          "timestamp": "2026-06-25T00:00:00+00:00"
        },
        {
          "claim": "Wells Fargo Sees Caterpillar (CAT) Benefiting From Data Center and Energy Demand",
          "source_id": "E0703",
          "timestamp": "2026-06-25T03:37:49+00:00"
        },
        {
          "claim": "Unpacking Q1 Earnings: Caterpillar (NYSE:CAT) In The Context Of Other Heavy Machinery Stocks",
          "source_id": "E0704",
          "timestamp": "2026-06-24T17:12:25+00:00"
        },
        {
          "claim": "Caterpillar (CAT) Stock Near $984 After Big Rally Is There Still Upside Potential",
          "source_id": "E0705",
          "timestamp": "2026-06-24T18:10:35+00:00"
        },
        {
          "claim": "Why Has Caterpillar Stock Soared 184% in the Last 12 Months?",
          "source_id": "E0706",
          "timestamp": "2026-06-24T10:51:00+00:00"
        },
        {
          "claim": "CAT fundamentals snapshot: PE 48.63; market cap/assets $458.04B; revenue scale $70.75B; revenue QoQ -8.98%; revenue YoY 11.85%; gross margin 35.08%; net margin 14.64%; ROIC 12.26%; engine score health 49.29 / valuation 11.11.",
          "source_id": "E2284",
          "timestamp": "2026-06-24T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Caterpillar Inc. provides construction and mining equipment, off-highway diesel and natural gas engines, industrial gas turbines, and diesel-electric locomotives in the United States and internationally. The Construction Industries segment offers asphalt pavers, cold planers, co...",
        "gross_margin": "35.08%",
        "health_score": "49.29",
        "market_cap": "$458.04B",
        "name": "Caterpillar Inc.",
        "net_margin": "14.64%",
        "pe_ratio": "48.63",
        "revenue_growth_qoq": "-8.98%",
        "revenue_growth_yoy": "11.85%",
        "revenue_scale": "$70.75B",
        "roic": "12.26%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/cat/",
        "ticker": "CAT",
        "timestamp": "2026-06-24T00:00:00+00:00",
        "valuation_score": "11.11"
      },
      "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": "Attention thesis weakens if price closes below 994.45 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": "CAT",
        "timestamp": "2026-06-25T13:41:41+00:00",
        "price": 1037.26,
        "previous_close": 994.57,
        "change": 42.68999999999994,
        "change_pct": 0.04292307228249381,
        "change_5d_pct": 0.08509082197676854,
        "change_20d_pct": 0.1399338502402656,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/CAT?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "near_local_high",
        "breakout_20d",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "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": 3,
        "price_action": 12,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 52,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0027",
        "E0703",
        "E0704",
        "E0705",
        "E0706",
        "E2284"
      ],
      "stage": "expanding",
      "theme": "supply-demand mismatch",
      "ticker": "CAT",
      "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：Revvity主要经营实验室检测、生命科学仪器、试剂、CRO服务、基因测序或分析工具。行业地位：Revvity是生命科学工具与诊断赛道的重要参与者，可比/竞争公司包括Danaher、IDEXX Laboratories、IQVIA Holdings、Natera。关键变量主要是科研预算、制药研发支出、检测量、仪器更新、耗材拉动和中国市场需求。",
      "core_catalyst": "Revvity Launches Signals AI to Advance Scientific R&D Workflows",
      "evidence_summary": "RVTY moved +7.8% in the latest session, +7.2% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E1964.",
      "facts": [
        {
          "claim": "RVTY moved +7.8% in the latest session, +7.2% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0487",
          "timestamp": "2026-06-25T00:00:00+00:00"
        },
        {
          "claim": "Revvity Launches Signals AI to Advance Scientific R&D Workflows",
          "source_id": "E1964",
          "timestamp": "2026-06-23T12:49:00+00:00"
        },
        {
          "claim": "Revvity Launches Signals AI, a Native Agentic Framework for Accelerating Scientific R&D",
          "source_id": "E1965",
          "timestamp": "2026-06-22T12:00:00+00:00"
        },
        {
          "claim": "RVTY: Lowering target price to $105.00",
          "source_id": "E1966",
          "timestamp": "2026-06-24T00:00:00+00:00"
        },
        {
          "claim": "RVTY fundamentals snapshot: PE 48.94; market cap/assets $11.79B; revenue scale $2.90B; revenue QoQ -7.89%; revenue YoY 4.79%; gross margin 54.51%; net margin 5.73%; ROIC 3.00%; engine score health 36.00 / valuation 50.00.",
          "source_id": "E2285",
          "timestamp": "2026-06-24T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Revvity, Inc. provides health sciences solutions, technologies, and services. The company offers instruments, reagents, software, subscriptions, detection and imaging technologies, extended warranties, training and services; and instruments, reagents, assay platforms and softwar...",
        "gross_margin": "54.51%",
        "health_score": "36.00",
        "market_cap": "$11.79B",
        "name": "Revvity, Inc.",
        "net_margin": "5.73%",
        "pe_ratio": "48.94",
        "revenue_growth_qoq": "-7.89%",
        "revenue_growth_yoy": "4.79%",
        "revenue_scale": "$2.90B",
        "roic": "3.00%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/rvty/",
        "ticker": "RVTY",
        "timestamp": "2026-06-24T00:00:00+00:00",
        "valuation_score": "50.00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +7.2% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 105.63 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": "RVTY",
        "timestamp": "2026-06-25T13:41:33+00:00",
        "price": 112.85,
        "previous_close": 105.74,
        "change": 7.109999999999999,
        "change_pct": 0.06724040098354456,
        "change_5d_pct": 0.15364956401621255,
        "change_20d_pct": 0.1659262210203809,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/RVTY?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "breakout_20d",
        "event_news",
        "catalyst_new_product",
        "event_news",
        "catalyst_new_product",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 28,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 2,
        "price_action": 19,
        "price_confirmation": 4,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 50,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 1
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0487",
        "E1964",
        "E1965",
        "E1966",
        "E2285"
      ],
      "stage": "expanding",
      "theme": "new product catalyst",
      "ticker": "RVTY",
      "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：甲骨文向企业和政府提供 Oracle Database、Exadata、Java、中间件、ERP、HCM、SCM、NetSuite、Cerner 医疗 IT 和 OCI 云基础设施。收入来自软件订阅、云服务、数据库许可、维护支持、硬件系统和专业服务，客户覆盖大型企业、金融、电信、政府、医疗和零售，关键资产包括数据库装机基础、企业关键系统迁移成本、OCI 数据中心和长期客户合同。行业地位：甲骨文在企业数据库和关键业务系统中拥有深厚存量，OCI 依靠数据库云化和 AI 算力需求争取增量。影响经营与股价的变量包括 OCI 增速、数据库云迁移、AI GPU 供给和云合同交付、维护收入稳定性、Cerner 整合、企业 IT 预算、客户从本地部署转云的节奏。",
      "core_catalyst": "SEC 10-K filing: 10-K 2026-05-31",
      "evidence_summary": "ORCL moved -2.1% in the latest session, -2.6% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0698.",
      "facts": [
        {
          "claim": "ORCL moved -2.1% in the latest session, -2.6% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0026",
          "timestamp": "2026-06-25T00:00:00+00:00"
        },
        {
          "claim": "SEC 10-K filing: 10-K 2026-05-31",
          "source_id": "E0698",
          "timestamp": "2026-06-22T20:12:40+00:00"
        },
        {
          "claim": "Analyst Report: Oracle Corporation",
          "source_id": "E0699",
          "timestamp": "2026-06-24T23:19:29+00:00"
        },
        {
          "claim": "Can Oracle Become a $1 Trillion Company?",
          "source_id": "E0700",
          "timestamp": "2026-06-25T07:50:00+00:00"
        },
        {
          "claim": "Oracle Strengthens Defense Ecosystem to Help Emerging Technology Companies Scale Mission-Ready Capabilities",
          "source_id": "E0701",
          "timestamp": "2026-06-25T06:00:00+00:00"
        },
        {
          "claim": "Is Oracle (ORCL) One of the Top 10 Blue Chip Stocks with Growing Dividends?",
          "source_id": "E0702",
          "timestamp": "2026-06-25T03:47:49+00:00"
        },
        {
          "claim": "ORCL fundamentals snapshot: PE 26.57; market cap/assets $454.00B; revenue scale $67.36B; revenue QoQ 11.60%; revenue YoY 17.35%; gross margin 65.18%; net margin 22.44%; ROIC 7.94%; engine score health 42.02 / valuation 61.54.",
          "source_id": "E2286",
          "timestamp": "2026-06-24T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Oracle Corporation offers products and services that address enterprise information technology environments worldwide. Its Oracle cloud software as a service offering include various cloud software applications, including Oracle Fusion cloud enterprise resource planning ERP, Ora...",
        "gross_margin": "65.18%",
        "health_score": "42.02",
        "market_cap": "$454.00B",
        "name": "Oracle Corporation",
        "net_margin": "22.44%",
        "pe_ratio": "26.57",
        "revenue_growth_qoq": "11.60%",
        "revenue_growth_yoy": "17.35%",
        "revenue_scale": "$67.36B",
        "roic": "7.94%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/orcl/",
        "ticker": "ORCL",
        "timestamp": "2026-06-24T00:00:00+00:00",
        "valuation_score": "61.54"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -2.6% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 157.53 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": "ORCL",
        "timestamp": "2026-06-25T13:41:40+00:00",
        "price": 154.465,
        "previous_close": 157.64,
        "change": -3.174999999999983,
        "change_pct": -0.020140827201217903,
        "change_5d_pct": -0.15836647399670534,
        "change_20d_pct": -0.19111335060095058,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/ORCL?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "breakdown_20d",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "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": 2,
        "expectation_gap": 3,
        "price_action": 10,
        "price_confirmation": 3,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 50,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0026",
        "E0698",
        "E0699",
        "E0700",
        "E0701",
        "E0702",
        "E2286"
      ],
      "stage": "expanding",
      "theme": "regulatory or policy catalyst",
      "ticker": "ORCL",
      "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：Apple 销售 iPhone、Mac、iPad、Apple Watch 和配件，并通过 App Store、iCloud、Apple Music、AppleCare 等服务获取持续收入。行业地位：全球消费电子和移动生态龙头，核心变量是 iPhone 周期、服务收入、硬件毛利和 AI/生态创新。",
      "core_catalyst": "Apple raises Mac and iPad prices due to chip shortage",
      "evidence_summary": "AAPL moved -4.1% in the latest session, -4.6% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0662.",
      "facts": [
        {
          "claim": "AAPL moved -4.1% in the latest session, -4.6% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0016",
          "timestamp": "2026-06-25T00:00:00+00:00"
        },
        {
          "claim": "Apple raises Mac and iPad prices due to chip shortage",
          "source_id": "E0662",
          "timestamp": "2026-06-25T13:22:21+00:00"
        },
        {
          "claim": "Apple Reportedly Raises Prices on MacBooks, iPads",
          "source_id": "E0663",
          "timestamp": "2026-06-25T13:22:23+00:00"
        },
        {
          "claim": "Apple raises MacBook and iPad prices as AI costs take hold",
          "source_id": "E0664",
          "timestamp": "2026-06-25T13:21:57+00:00"
        },
        {
          "claim": "Apple raises prices of MacBooks, iPads as memory costs skyrocket",
          "source_id": "E0665",
          "timestamp": "2026-06-25T12:42:11+00:00"
        },
        {
          "claim": "AAPL fundamentals snapshot: PE 35.53; market cap/assets $4.11T; revenue scale $451.44B; revenue QoQ -22.66%; revenue YoY 12.76%; gross margin 49.27%; net margin 26.60%; ROIC 39.71%; engine score health 68.00 / valuation n/a.",
          "source_id": "E2287",
          "timestamp": "2026-06-11T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Apple Inc. designs, manufactures, and markets smartphones, personal computers, tablets, wearables, and accessories worldwide. The company offers iPhone, a line of smartphones; Mac, a line of personal computers; iPad, a line of multi-purpose tablets; and wearables, home, and acce...",
        "gross_margin": "49.27%",
        "health_score": "68.00",
        "market_cap": "$4.11T",
        "name": "Apple Inc.",
        "net_margin": "26.60%",
        "pe_ratio": "35.53",
        "revenue_growth_qoq": "-22.66%",
        "revenue_growth_yoy": "12.76%",
        "revenue_scale": "$451.44B",
        "roic": "39.71%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/aapl/",
        "ticker": "AAPL",
        "timestamp": "2026-06-11T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -4.6% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 293.08 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": "AAPL",
        "timestamp": "2026-06-25T13:41:41+00:00",
        "price": 279.81,
        "previous_close": 293.17,
        "change": -13.360000000000014,
        "change_pct": -0.045570829211720176,
        "change_5d_pct": -0.05453627822708296,
        "change_20d_pct": -0.09985525331847367,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/AAPL?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "breakdown_20d",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "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": 1,
        "expectation_gap": 4,
        "price_action": 13,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 49,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 5
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0016",
        "E0662",
        "E0663",
        "E0664",
        "E0665",
        "E2287"
      ],
      "stage": "reversal_risk",
      "theme": "supply-demand mismatch",
      "ticker": "AAPL",
      "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：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 2026-06-19",
      "evidence_summary": "TXN moved +4.1% in the latest session, +3.5% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0762.",
      "facts": [
        {
          "claim": "TXN moved +4.1% in the latest session, +3.5% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0042",
          "timestamp": "2026-06-25T00:00:00+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-06-19",
          "source_id": "E0762",
          "timestamp": "2026-06-22T21:27:49+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-06-19",
          "source_id": "E0763",
          "timestamp": "2026-06-22T21:27:43+00:00"
        },
        {
          "claim": "Texas Instruments (TXN) Stock After Capacity Expansion Push Is The Price Still Justified",
          "source_id": "E0764",
          "timestamp": "2026-06-24T21:12:42+00:00"
        },
        {
          "claim": "Stifel Adjusts Price Target on Texas Instruments to $360 From $340, Maintains Buy Rating",
          "source_id": "E0765",
          "timestamp": "2026-06-24T10:24:56+00:00"
        },
        {
          "claim": "Stifel Raises Texas Instruments (TXN) Target After Semiconductor Momentum Improves",
          "source_id": "E0766",
          "timestamp": "2026-06-25T04:01:50+00:00"
        },
        {
          "claim": "Texas Instruments Incorporated (TXN) Is a Trending Stock: Facts to Know Before Betting on It",
          "source_id": "E0767",
          "timestamp": "2026-06-24T13:00:02+00:00"
        },
        {
          "claim": "TXN fundamentals snapshot: PE 51.40; market cap/assets $275.86B; revenue scale $18.44B; revenue QoQ 9.09%; revenue YoY 14.89%; gross margin 58.01%; net margin 32.02%; ROIC 18.92%; engine score health 49.42 / valuation 62.50.",
          "source_id": "E2288",
          "timestamp": "2026-06-24T00:00:00+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": "58.01%",
        "health_score": "49.42",
        "market_cap": "$275.86B",
        "name": "Texas Instruments Incorporated",
        "net_margin": "32.02%",
        "pe_ratio": "51.40",
        "revenue_growth_qoq": "9.09%",
        "revenue_growth_yoy": "14.89%",
        "revenue_scale": "$18.44B",
        "roic": "18.92%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/txn/",
        "ticker": "TXN",
        "timestamp": "2026-06-24T00:00:00+00:00",
        "valuation_score": "62.50"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of +3.5% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 303.11 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": "TXN",
        "timestamp": "2026-06-25T13:41:40+00:00",
        "price": 312.105,
        "previous_close": 303.11,
        "change": 8.995000000000005,
        "change_pct": 0.029675695292138204,
        "change_5d_pct": 0.03387105787664457,
        "change_20d_pct": -0.016837335018104804,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/TXN?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_news",
        "catalyst_analyst",
        "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": 9,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 49,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0042",
        "E0762",
        "E0763",
        "E0764",
        "E0765",
        "E0766",
        "E0767",
        "E2288"
      ],
      "stage": "expanding",
      "theme": "supply-demand mismatch",
      "ticker": "TXN",
      "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：Vistra 经营发电资产和零售电力业务，资产包括天然气、核电、煤电、太阳能和储能，并向居民和企业销售电力。行业地位：美国独立电力生产商和零售电力公司，受电价、天然气价格、负荷增长、核电价值和数据中心用电影响。",
      "core_catalyst": "SEC 4 filing: 4 2026-06-18",
      "evidence_summary": "VST moved +5.0% in the latest session, +4.5% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1161.",
      "facts": [
        {
          "claim": "VST moved +5.0% in the latest session, +4.5% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0166",
          "timestamp": "2026-06-25T00:00:00+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-06-18",
          "source_id": "E1161",
          "timestamp": "2026-06-23T20:24:47+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-06-18",
          "source_id": "E1162",
          "timestamp": "2026-06-23T20:23:01+00:00"
        },
        {
          "claim": "Morgan Stanley Adjusts Vistra Price Target to $210 From $212, Maintains Overweight Rating",
          "source_id": "E1163",
          "timestamp": "2026-06-24T12:17:08+00:00"
        },
        {
          "claim": "Vistra Insider Sold Shares Worth $2,512,800, According to a Recent SEC Filing",
          "source_id": "E1164",
          "timestamp": "2026-06-23T20:29:36+00:00"
        },
        {
          "claim": "Vistra Corp. (VST) Is a Trending Stock: Facts to Know Before Betting on It",
          "source_id": "E1165",
          "timestamp": "2026-06-24T13:00:06+00:00"
        },
        {
          "claim": "VST: Raising target price to $154.00",
          "source_id": "E1166",
          "timestamp": "2026-06-24T00:00:00+00:00"
        },
        {
          "claim": "VST fundamentals snapshot: PE 24.57; market cap/assets $55.06B; revenue scale $16.21B; revenue QoQ 99.06%; revenue YoY -25.47%; gross margin 20.26%; net margin 22.11%; ROIC 0.81%; engine score health 36.96 / valuation 87.50.",
          "source_id": "E2289",
          "timestamp": "2026-06-24T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Vistra Corp., together with its subsidiaries, operates as an integrated retail electricity and power generation company in the United States. The company operates through five segments: Retail, Texas, East, West, and Asset Closure. The company retails electricity and natural gas...",
        "gross_margin": "20.26%",
        "health_score": "36.96",
        "market_cap": "$55.06B",
        "name": "Vistra Corp.",
        "net_margin": "22.11%",
        "pe_ratio": "24.57",
        "revenue_growth_qoq": "99.06%",
        "revenue_growth_yoy": "-25.47%",
        "revenue_scale": "$16.21B",
        "roic": "0.81%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/vst/",
        "ticker": "VST",
        "timestamp": "2026-06-24T00:00:00+00:00",
        "valuation_score": "87.50"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of +4.5% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 162.87 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": "VST",
        "timestamp": "2026-06-25T13:41:38+00:00",
        "price": 170.53,
        "previous_close": 162.85,
        "change": 7.680000000000007,
        "change_pct": 0.047159963156278906,
        "change_5d_pct": 0.07366365317674961,
        "change_20d_pct": 0.0648142772345337,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/VST?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "breakout_20d",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_analyst",
        "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": 0,
        "expectation_gap": 4,
        "price_action": 12,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 47,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0166",
        "E1161",
        "E1162",
        "E1163",
        "E1164",
        "E1165",
        "E1166",
        "E2289"
      ],
      "stage": "expanding",
      "theme": "regulatory or policy catalyst",
      "ticker": "VST",
      "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": "B",
      "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 Just Proved It’s More Than a Launch Company — Victus Haze Supercharges Its Future",
      "evidence_summary": "RKLB moved -4.9% in the latest session, -5.5% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1242.",
      "facts": [
        {
          "claim": "RKLB moved -4.9% in the latest session, -5.5% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0191",
          "timestamp": "2026-06-25T00:00:00+00:00"
        },
        {
          "claim": "Rocket Lab Just Proved It’s More Than a Launch Company — Victus Haze Supercharges Its Future",
          "source_id": "E1242",
          "timestamp": "2026-06-24T15:07:43+00:00"
        },
        {
          "claim": "RKLB Stock Jumps Overnight: Rocket Lab Says Electron Production Line Is ‘Pumping Out A Rocket Every 11 Days’",
          "source_id": "E1243",
          "timestamp": "2026-06-25T01:32:05+00:00"
        },
        {
          "claim": "Rocket Lab Corporation (RKLB) Declines More Than Market: Some Information for Investors",
          "source_id": "E1244",
          "timestamp": "2026-06-24T22:15:04+00:00"
        },
        {
          "claim": "SpaceX Completes $25 Bil Bond Sale. Rocket Lab Touts Space Force Mission.",
          "source_id": "E1245",
          "timestamp": "2026-06-24T20:59:19+00:00"
        },
        {
          "claim": "RKLB fundamentals snapshot: PE n/a; market cap/assets $45.35B; 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": "E2290",
          "timestamp": "2026-06-25T13:41:27.636815+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": null,
        "health_score": null,
        "market_cap": "$45.35B",
        "name": "Rocket Lab USA, 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/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "RKLB",
        "timestamp": "2026-06-25T13:41:27.636815+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -5.5% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 85.41 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": "2026-06-25T13:41:40+00:00",
        "price": 80.95,
        "previous_close": 85.41,
        "change": -4.459999999999994,
        "change_pct": -0.05221870975295628,
        "change_5d_pct": -0.2503241574051863,
        "change_20d_pct": -0.46115954002413084,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/RKLB?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "breakdown_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": 3,
        "expectation_gap": 1,
        "price_action": 14,
        "price_confirmation": 3,
        "risk_reward": 3,
        "time_sensitivity": 3,
        "total": 46,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0191",
        "E1242",
        "E1243",
        "E1244",
        "E1245",
        "E2290"
      ],
      "stage": "late",
      "theme": "new product catalyst",
      "ticker": "RKLB",
      "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": "TEAM vs. MSFT: Which Collaboration Software Stock Is the Better Bet?",
      "evidence_summary": "TEAM moved -4.3% in the latest session, -4.8% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1515.",
      "facts": [
        {
          "claim": "TEAM moved -4.3% in the latest session, -4.8% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0298",
          "timestamp": "2026-06-25T00:00:00+00:00"
        },
        {
          "claim": "TEAM vs. MSFT: Which Collaboration Software Stock Is the Better Bet?",
          "source_id": "E1515",
          "timestamp": "2026-06-23T13:06:00+00:00"
        },
        {
          "claim": "Upstart, Atlassian, and Asure Software Shares Are Falling, What You Need To Know",
          "source_id": "E1516",
          "timestamp": "2026-06-23T00:35:19+00:00"
        },
        {
          "claim": "Atlassian (DX) Named a Leader in the 2026 Gartner® Magic Quadrant™ for Developer Productivity Insight Platforms",
          "source_id": "E1517",
          "timestamp": "2026-06-25T13:05:00+00:00"
        },
        {
          "claim": "Atlassian's Service Collection Momentum Builds: More Growth Ahead?",
          "source_id": "E1518",
          "timestamp": "2026-06-24T13:25:00+00:00"
        },
        {
          "claim": "TEAM fundamentals snapshot: PE n/a; market cap/assets $19.79B; revenue scale $6.19B; revenue QoQ 12.65%; revenue YoY 24.74%; gross margin 84.92%; net margin -5.51%; ROIC -4.07%; engine score health 50.83 / valuation n/a.",
          "source_id": "E2291",
          "timestamp": "2026-05-21T00:00:00+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. Its product portfolio includes Jira, a project management platform for planning, tracking, and managing...",
        "gross_margin": "84.92%",
        "health_score": "50.83",
        "market_cap": "$19.79B",
        "name": "Atlassian Corporation",
        "net_margin": "-5.51%",
        "pe_ratio": null,
        "revenue_growth_qoq": "12.65%",
        "revenue_growth_yoy": "24.74%",
        "revenue_scale": "$6.19B",
        "roic": "-4.07%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/team/",
        "ticker": "TEAM",
        "timestamp": "2026-05-21T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -4.8% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 81.55 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": "TEAM",
        "timestamp": "2026-06-25T13:41:33+00:00",
        "price": 78.435,
        "previous_close": 81.51,
        "change": -3.075000000000003,
        "change_pct": -0.037725432462274555,
        "change_5d_pct": -0.07056522612534699,
        "change_20d_pct": -0.11940046852208763,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/TEAM?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "breakdown_20d",
        "event_news",
        "catalyst_geopolitics",
        "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": 0,
        "expectation_gap": 4,
        "price_action": 14,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 46,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 0
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0298",
        "E1515",
        "E1516",
        "E1517",
        "E1518",
        "E2291"
      ],
      "stage": "reversal_risk",
      "theme": "geopolitical risk",
      "ticker": "TEAM",
      "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：Flex主要经营电子制造、光学器件、传感器、连接器、测试仪器、工程硬件或精密部件。行业地位：Flex是硬件设备与零部件赛道的重要公司，可比/竞争公司包括Corning、Keysight Technologies、TE Connectivity、Coherent。关键变量主要是AI和通信需求、工业资本开支、订单周期、客户认证、库存去化和毛利率。",
      "core_catalyst": "Flex Insider Sold Shares Worth $5,155,339, According to a Recent SEC Filing",
      "evidence_summary": "FLEX moved +6.1% in the latest session, +5.6% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1338.",
      "facts": [
        {
          "claim": "FLEX moved +6.1% in the latest session, +5.6% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0232",
          "timestamp": "2026-06-25T00:00:00+00:00"
        },
        {
          "claim": "Flex Insider Sold Shares Worth $5,155,339, According to a Recent SEC Filing",
          "source_id": "E1338",
          "timestamp": "2026-06-23T08:03:43+00:00"
        },
        {
          "claim": "Flex Insider Sold Shares Worth $34,247,159, According to a Recent SEC Filing",
          "source_id": "E1339",
          "timestamp": "2026-06-23T08:00:24+00:00"
        },
        {
          "claim": "Flex Ltd. (FLEX) to Join S&P 500 Index on June 22",
          "source_id": "E1340",
          "timestamp": "2026-06-22T09:22:15+00:00"
        },
        {
          "claim": "FLEX fundamentals snapshot: PE 56.85; market cap/assets $48.53B; revenue scale $27.91B; revenue QoQ +5.9%; revenue YoY 16.86%; gross margin 9.39%; net margin 3.34%; ROIC 2.77%.",
          "source_id": "E2292",
          "timestamp": "2026-06-25T13:41:28.056234+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Flex Ltd. provides technology innovation, supply chain, and manufacturing solutions to data center, communications, enterprise, consumer, automotive, industrial, healthcare, industrial, and power industries in the Americas, Asia, and Europe. The company operates through three se...",
        "gross_margin": "9.39%",
        "health_score": null,
        "market_cap": "$48.53B",
        "name": "Flex Ltd.",
        "net_margin": "3.34%",
        "pe_ratio": "56.85",
        "revenue_growth_qoq": "+5.9%",
        "revenue_growth_yoy": "16.86%",
        "revenue_scale": "$27.91B",
        "roic": "2.77%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+market-cap-sanity-override:https://stockanalysis.com/stocks/flex/+field-fallback:https://stockanalysis.com/stocks/flex/",
        "ticker": "FLEX",
        "timestamp": "2026-06-25T13:41:28.056234+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +5.6% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 150.72 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": "FLEX",
        "timestamp": "2026-06-25T13:41:39+00:00",
        "price": 159.395,
        "previous_close": 150.66,
        "change": 8.735000000000014,
        "change_pct": 0.05797822912518269,
        "change_5d_pct": 0.11363791352137831,
        "change_20d_pct": 0.09331920804170357,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/FLEX?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "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": 28,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 3,
        "price_action": 13,
        "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": [
        "E0232",
        "E1338",
        "E1339",
        "E1340",
        "E2292"
      ],
      "stage": "expanding",
      "theme": "regulatory or policy catalyst",
      "ticker": "FLEX",
      "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": "B",
      "business_summary": "业务：Natera主要经营实验室检测、生命科学仪器、试剂、CRO服务、基因测序或分析工具。行业地位：Natera是生命科学工具与诊断赛道的重要公司，可比/竞争公司包括Danaher、IDEXX Laboratories、IQVIA Holdings、Mettler-Toledo International。关键变量主要是科研预算、制药研发支出、检测量、仪器更新、耗材拉动和中国市场需求。",
      "core_catalyst": "Natera, Eledon Partner to Use Prospera in Phase 3 Kidney Transplant Trial",
      "evidence_summary": "NTRA moved +3.6% in the latest session, +3.1% relative to benchmark, with volume at 0.2x its 20-day average. Reliable catalyst source: E1429.",
      "facts": [
        {
          "claim": "NTRA moved +3.6% in the latest session, +3.1% relative to benchmark, with volume at 0.2x its 20-day average.",
          "source_id": "E0263",
          "timestamp": "2026-06-25T00:00:00+00:00"
        },
        {
          "claim": "Natera, Eledon Partner to Use Prospera in Phase 3 Kidney Transplant Trial",
          "source_id": "E1429",
          "timestamp": "2026-06-25T12:05:47+00:00"
        },
        {
          "claim": "Natera and Eledon Announce Strategic Partnership for Prospera™ Monitoring in Planned Phase 3 Kidney Transplant Trial",
          "source_id": "E1430",
          "timestamp": "2026-06-25T11:00:00+00:00"
        },
        {
          "claim": "Natera (NTRA) Stock Jumps 10.7%: Will It Continue to Soar?",
          "source_id": "E1431",
          "timestamp": "2026-06-25T12:02:00+00:00"
        },
        {
          "claim": "Natera Flashes A Buy Signal. Why Shares Just Leaped By Double Digits.",
          "source_id": "E1432",
          "timestamp": "2026-06-24T20:04:17+00:00"
        },
        {
          "claim": "NTRA fundamentals snapshot: PE n/a; market cap/assets $29.31B; revenue scale $2.50B; revenue QoQ +4.7%; revenue YoY 38.82%; gross margin 64.72%; net margin -12.21%; ROIC -11.85%.",
          "source_id": "E2293",
          "timestamp": "2026-06-25T13:41:28.059006+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Natera, Inc., a diagnostics company, engages in the development and commercialization of molecular testing services worldwide. It offers Signatera, a personalized ctDNA blood test for MRD assessment, early recurrence monitoring, and evaluation of treatment response in patients p...",
        "gross_margin": "64.72%",
        "health_score": null,
        "market_cap": "$29.31B",
        "name": "Natera, Inc.",
        "net_margin": "-12.21%",
        "pe_ratio": null,
        "revenue_growth_qoq": "+4.7%",
        "revenue_growth_yoy": "38.82%",
        "revenue_scale": "$2.50B",
        "roic": "-11.85%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ntra/",
        "ticker": "NTRA",
        "timestamp": "2026-06-25T13:41:28.059006+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +3.1% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 259.97 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": "NTRA",
        "timestamp": "2026-06-25T13:40:52+00:00",
        "price": 268.35,
        "previous_close": 259.97,
        "change": 8.379999999999995,
        "change_pct": 0.032234488594837796,
        "change_5d_pct": 0.18508212818730385,
        "change_20d_pct": 0.32120525426419344,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/NTRA?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "near_local_high",
        "breakout_20d",
        "event_news",
        "catalyst_new_product",
        "event_news",
        "catalyst_new_product",
        "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": 2,
        "price_action": 10,
        "price_confirmation": 3,
        "risk_reward": 3,
        "time_sensitivity": 3,
        "total": 46,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0263",
        "E1429",
        "E1430",
        "E1431",
        "E1432",
        "E2293"
      ],
      "stage": "expanding",
      "theme": "new product catalyst",
      "ticker": "NTRA",
      "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：应用材料向晶圆厂销售薄膜沉积、刻蚀、离子注入、热处理、化学机械抛光、计量检测和过程控制设备，并提供备件、维护、工艺优化、软件和产线升级服务。客户包括逻辑、晶圆代工、DRAM、NAND、先进封装和显示面板制造商，收入受新建晶圆厂投资、制程转换和装机基础服务需求驱动。行业地位：公司是全球半导体设备龙头之一，在材料工程环节覆盖面广，装机基础带来高粘性的服务收入。真正影响经营和股价的是晶圆厂资本开支周期、AI和HBM带来的先进制程投资、存储行业复苏、对华出口管制、客户集中度、先进封装渗透、毛利率和供应链交付能力。",
      "core_catalyst": "Everyone Is Watching Applied Materials Stock's AI Boom. The Real Story Is In The Supply Chain.",
      "evidence_summary": "AMAT moved +6.8% in the latest session, +6.3% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0730.",
      "facts": [
        {
          "claim": "AMAT moved +6.8% in the latest session, +6.3% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0034",
          "timestamp": "2026-06-25T00:00:00+00:00"
        },
        {
          "claim": "Everyone Is Watching Applied Materials Stock's AI Boom. The Real Story Is In The Supply Chain.",
          "source_id": "E0730",
          "timestamp": "2026-06-24T21:42:47+00:00"
        },
        {
          "claim": "Applied Materials Introduces New Systems to Accelerate DRAM and Advanced Packaging for AI Chips",
          "source_id": "E0731",
          "timestamp": "2026-06-25T13:00:00+00:00"
        },
        {
          "claim": "Top After-Hours Gainers Today Beyond Micron: QCOM, AMAT, LRCX Surge",
          "source_id": "E0732",
          "timestamp": "2026-06-25T02:57:29+00:00"
        },
        {
          "claim": "Is Applied Materials (AMAT) the Best All-Time High Stock with Legs to Rally Further?",
          "source_id": "E0733",
          "timestamp": "2026-06-24T20:14:07+00:00"
        },
        {
          "claim": "AMAT fundamentals snapshot: PE 55.39; market cap/assets $498.61B; revenue scale $29.02B; revenue QoQ 12.81%; revenue YoY 3.33%; gross margin 49.90%; net margin 35.47%; ROIC 21.26%; engine score health 72.50 / valuation n/a.",
          "source_id": "E2294",
          "timestamp": "2026-06-23T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Applied Materials, Inc. provides materials engineering solutions, equipment, services, and software to the semiconductor and related industries in the United States, China, Korea, Taiwan, Japan, Southeast Asia, Europe, and internationally. The company operates through Semiconduc...",
        "gross_margin": "49.90%",
        "health_score": "72.50",
        "market_cap": "$498.61B",
        "name": "Applied Materials, Inc.",
        "net_margin": "35.47%",
        "pe_ratio": "55.39",
        "revenue_growth_qoq": "12.81%",
        "revenue_growth_yoy": "3.33%",
        "revenue_scale": "$29.02B",
        "roic": "21.26%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/amat/",
        "ticker": "AMAT",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +6.3% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 588.97 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": "AMAT",
        "timestamp": "2026-06-25T13:41:38+00:00",
        "price": 625.555,
        "previous_close": 588.965,
        "change": 36.58999999999992,
        "change_pct": 0.062125932780385806,
        "change_5d_pct": 0.05504118267302327,
        "change_20d_pct": 0.39554935861684326,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/AMAT?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "near_local_high",
        "regular_open_gap_up_gt_7pct",
        "gap_fade",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "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": 17,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 45,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0034",
        "E0730",
        "E0731",
        "E0732",
        "E0733",
        "E2294"
      ],
      "stage": "expanding",
      "theme": "supply-demand mismatch",
      "ticker": "AMAT",
      "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": "B",
      "business_summary": "业务：英特尔销售 Core、Xeon、Gaudi、网络与边缘芯片，并推进 Intel Foundry，为内部产品和外部客户提供晶圆制造、先进封装和制程服务。客户包括 PC OEM、服务器厂商、云服务商、通信设备商、政府和工业客户，收入来自处理器销售、平台芯片、代工合同、封装服务和软件工具，关键资产包括 x86 生态、晶圆厂、先进封装、制造工艺和客户认证。行业地位：英特尔仍是 PC 与服务器 CPU 的重要供应商，同时处在制造工艺追赶和代工转型期。关键变量包括制程节点按期量产、服务器 CPU 份额、AI 加速器竞争力、代工客户获取、晶圆厂利用率、政府补贴、资本开支压力、毛利率修复和与 AMD、英伟达、ARM 阵营的竞争。",
      "core_catalyst": "Here Are Thursday’s Best Wall Street Analyst Research Calls: Brown-Forman, CoreWeave, Intel, JFrog, Keurig Dr. Pepper, Klarna Group, Qualcomm, Shift 4 Payments, and More",
      "evidence_summary": "INTC moved +5.4% in the latest session, +4.9% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0693.",
      "facts": [
        {
          "claim": "INTC moved +5.4% in the latest session, +4.9% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0024",
          "timestamp": "2026-06-25T00:00:00+00:00"
        },
        {
          "claim": "Here Are Thursday’s Best Wall Street Analyst Research Calls: Brown-Forman, CoreWeave, Intel, JFrog, Keurig Dr. Pepper, Klarna Group, Qualcomm, Shift 4 Payments, and More",
          "source_id": "E0693",
          "timestamp": "2026-06-25T12:08:03+00:00"
        },
        {
          "claim": "Breakout Watch: This Firm Helps Nvidia, TSM And Intel Bring AI Ideas To Market",
          "source_id": "E0694",
          "timestamp": "2026-06-25T12:00:31+00:00"
        },
        {
          "claim": "AMD vs. Intel: Which Stock Is the Better Buy Right Now?",
          "source_id": "E0695",
          "timestamp": "2026-06-25T11:26:00+00:00"
        },
        {
          "claim": "Intel Stock Has Rocketed 250% Higher This Year. Is It Too Late to Buy?",
          "source_id": "E0696",
          "timestamp": "2026-06-25T10:50:00+00:00"
        },
        {
          "claim": "INTC fundamentals snapshot: PE n/a; market cap/assets $695.50B; revenue scale $53.76B; revenue QoQ -0.71%; revenue YoY 1.36%; gross margin 39.38%; net margin -27.46%; ROIC -2.47%; engine score health 33.26 / valuation n/a.",
          "source_id": "E2295",
          "timestamp": "2026-06-23T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Intel Corporation designs, develops, manufactures, markets, sells, and services computing and related end products and services in the United States, Ireland, Israel, and internationally. It operates through three segments: CCG, DCAI, and Intel Foundry. The company offers client...",
        "gross_margin": "39.38%",
        "health_score": "33.26",
        "market_cap": "$695.50B",
        "name": "Intel Corporation",
        "net_margin": "-27.46%",
        "pe_ratio": null,
        "revenue_growth_qoq": "-0.71%",
        "revenue_growth_yoy": "1.36%",
        "revenue_scale": "$53.76B",
        "roic": "-2.47%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/intc/",
        "ticker": "INTC",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +4.9% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 131.65 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": "INTC",
        "timestamp": "2026-06-25T13:41:41+00:00",
        "price": 137.79,
        "previous_close": 131.91,
        "change": 5.8799999999999955,
        "change_pct": 0.04457584716852403,
        "change_5d_pct": 0.13781999782143295,
        "change_20d_pct": 0.13155952860778664,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/INTC?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "near_local_high",
        "gap_fade",
        "event_news",
        "catalyst_analyst",
        "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": 1,
        "expectation_gap": 3,
        "price_action": 13,
        "price_confirmation": 4,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 45,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 5
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0024",
        "E0693",
        "E0694",
        "E0695",
        "E0696",
        "E2295"
      ],
      "stage": "expanding",
      "theme": "catalyst attention signal",
      "ticker": "INTC",
      "trading_hypothesis": "Research path: verify whether the catalyst is still early and whether peer confirmation broadens the move."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：CarMax主要经营二手车零售、批发拍卖、汽车金融和相关售后服务。行业地位：CarMax是汽车经销赛道的重要参与者，可比/竞争公司包括Penske Automotive Group、Lithia Motors。关键变量主要是新车供给、二手车价格、贷款利率、库存天数、售后利润率和厂家返利。",
      "core_catalyst": "Carmax Insider Bought Shares Worth $498,247, According to a Recent SEC Filing",
      "evidence_summary": "KMX moved +4.6% in the latest session, +4.1% relative to benchmark, with volume at 0.0x its 20-day average. Reliable catalyst source: E2236.",
      "facts": [
        {
          "claim": "KMX moved +4.6% in the latest session, +4.1% relative to benchmark, with volume at 0.0x its 20-day average.",
          "source_id": "E0630",
          "timestamp": "2026-06-25T00:00:00+00:00"
        },
        {
          "claim": "Carmax Insider Bought Shares Worth $498,247, According to a Recent SEC Filing",
          "source_id": "E2236",
          "timestamp": "2026-06-24T21:33:34+00:00"
        },
        {
          "claim": "The 5 Most Interesting Analyst Questions From CarMax’s Q2 Earnings Call",
          "source_id": "E2237",
          "timestamp": "2026-06-24T07:44:25+00:00"
        },
        {
          "claim": "CarMax in Early Stages of Turnaround, Progress Could be 'Bumpy,' UBS Securities Says",
          "source_id": "E2238",
          "timestamp": "2026-06-23T15:42:34+00:00"
        },
        {
          "claim": "UBS Adjusts Price Target on CarMax to $57 From $42, Maintains Neutral Rating",
          "source_id": "E2239",
          "timestamp": "2026-06-23T12:56:31+00:00"
        },
        {
          "claim": "KMX fundamentals snapshot: PE 33.02; market cap/assets $5.28B; revenue scale $26.35B; revenue QoQ +34.8%; revenue YoY 6.19%; gross margin 10.66%; net margin 2.32%; ROIC 0.43%.",
          "source_id": "E2296",
          "timestamp": "2026-06-25T13:41:29.610270+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "CarMax, Inc., through its subsidiaries, operates as a retailer of used vehicles and related products in the United States. The company operates in two segments: CarMax Sales Operations and CarMax Auto Finance. The CarMax Sales Operations segment offers customers a range of makes...",
        "gross_margin": "10.66%",
        "health_score": null,
        "market_cap": "$5.28B",
        "name": "CarMax, Inc.",
        "net_margin": "2.32%",
        "pe_ratio": "33.02",
        "revenue_growth_qoq": "+34.8%",
        "revenue_growth_yoy": "6.19%",
        "revenue_scale": "$26.35B",
        "roic": "0.43%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/kmx/",
        "ticker": "KMX",
        "timestamp": "2026-06-25T13:41:29.610270+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +4.1% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 50.79 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": "KMX",
        "timestamp": "2026-06-25T13:41:28+00:00",
        "price": 53.107,
        "previous_close": 50.78,
        "change": 2.326999999999998,
        "change_pct": 0.04582512800315075,
        "change_5d_pct": 0.11969217074208438,
        "change_20d_pct": 0.2566730267222894,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/KMX?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "near_local_high",
        "event_news",
        "catalyst_regulatory_policy",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_regulatory_policy",
        "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": 1,
        "expectation_gap": 3,
        "price_action": 13,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 45,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 0
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0630",
        "E2236",
        "E2237",
        "E2238",
        "E2239",
        "E2296"
      ],
      "stage": "expanding",
      "theme": "regulatory or policy catalyst",
      "ticker": "KMX",
      "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": "B",
      "business_summary": "业务：United Airlines Holdings主要经营全球航空客运网络、货运和忠诚度业务。行业地位：United Airlines Holdings是航空与机场服务赛道的重要公司，可比/竞争公司包括Delta Air Lines、Ryanair Holdings、Southwest Airlines、LATAM Airlines Group。关键变量主要是客运需求、燃油价格、运力纪律、票价、机场客流、劳动力成本和安全监管。",
      "core_catalyst": "Barclays Adjusts Price Target on United Airlines to $175 From $150, Maintains Overweight Rating",
      "evidence_summary": "UAL moved +3.1% in the latest session, +2.6% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1410.",
      "facts": [
        {
          "claim": "UAL moved +3.1% in the latest session, +2.6% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0256",
          "timestamp": "2026-06-25T00:00:00+00:00"
        },
        {
          "claim": "Barclays Adjusts Price Target on United Airlines to $175 From $150, Maintains Overweight Rating",
          "source_id": "E1410",
          "timestamp": "2026-06-25T11:41:15+00:00"
        },
        {
          "claim": "Evercore ISI Adjusts PT on United Airlines Holdings to $160 From $125, Maintains Outperform Rating",
          "source_id": "E1411",
          "timestamp": "2026-06-25T10:57:29+00:00"
        },
        {
          "claim": "This High-Yield Bond Investor Favors High-Quality Issuers, Like United, American Airlines",
          "source_id": "E1412",
          "timestamp": "2026-06-25T06:00:00+00:00"
        },
        {
          "claim": "Why Did UAL, GLW, ABSI Stocks Surge To 52-Week Highs Today?",
          "source_id": "E1413",
          "timestamp": "2026-06-25T03:24:38+00:00"
        },
        {
          "claim": "UAL fundamentals snapshot: PE 11.56; market cap/assets $42.37B; revenue scale $60.47B; revenue QoQ -5.12%; revenue YoY 4.73%; gross margin 63.27%; net margin 4.79%; ROIC 6.30%; engine score health 34.41 / valuation 100.00.",
          "source_id": "E2297",
          "timestamp": "2026-06-24T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "United Airlines Holdings, Inc., through its subsidiaries, provides air transportation services in the United States, Canada, Atlantic, the Pacific, and Latin America. It transports people and cargo through its mainline and regional fleets. The company also offers ground handling...",
        "gross_margin": "63.27%",
        "health_score": "34.41",
        "market_cap": "$42.37B",
        "name": "United Airlines Holdings, Inc.",
        "net_margin": "4.79%",
        "pe_ratio": "11.56",
        "revenue_growth_qoq": "-5.12%",
        "revenue_growth_yoy": "4.73%",
        "revenue_scale": "$60.47B",
        "roic": "6.30%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ual/",
        "ticker": "UAL",
        "timestamp": "2026-06-24T00:00:00+00:00",
        "valuation_score": "100.00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "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 130.54 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": "UAL",
        "timestamp": "2026-06-25T13:41:40+00:00",
        "price": 135.2,
        "previous_close": 130.54,
        "change": 4.659999999999997,
        "change_pct": 0.03569787038455652,
        "change_5d_pct": 0.1672278154428215,
        "change_20d_pct": 0.2004972181027873,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/UAL?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_5d_move",
        "benchmark_relative_move",
        "near_local_high",
        "breakout_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": 2,
        "expectation_gap": 2,
        "price_action": 10,
        "price_confirmation": 3,
        "risk_reward": 3,
        "time_sensitivity": 3,
        "total": 45,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0256",
        "E1410",
        "E1411",
        "E1412",
        "E1413",
        "E2297"
      ],
      "stage": "expanding",
      "theme": "catalyst attention signal",
      "ticker": "UAL",
      "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：AST SpaceMobile 试图用低轨卫星网络让普通手机在没有地面基站覆盖的区域直接接入语音和数据服务，业务重心包括卫星制造、在轨通信能力建设以及与移动运营商的合作。客户不是终端用户直销为主，而是移动运营商及其覆盖补盲需求，回款前景依赖接入合作、容量使用、漫游和批发式通信服务。关键资产是大尺寸通信卫星、与运营商共享的频谱接入方案、专利体系以及天地一体网络设计。行业地位：在卫星直连手机这个新赛道，AST 的路径是与运营商深度绑定，并强调对现有手机的兼容性。竞争者包括 Starlink 的 direct-to-cell、Lynk Global 和各类天地融合通信方案，关键经营变量是卫星发射节奏、监管许可、链路性能、资本开支能力以及运营商签约落地速度。",
      "core_catalyst": "ASTS Stock Rises Overnight: Rakuten’s AST SpaceMobile Launch Plan Gets Japan Nod To Take On SpaceX’s Starlink",
      "evidence_summary": "ASTS moved -2.6% in the latest session, -3.1% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1487.",
      "facts": [
        {
          "claim": "ASTS moved -2.6% in the latest session, -3.1% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0286",
          "timestamp": "2026-06-25T00:00:00+00:00"
        },
        {
          "claim": "ASTS Stock Rises Overnight: Rakuten’s AST SpaceMobile Launch Plan Gets Japan Nod To Take On SpaceX’s Starlink",
          "source_id": "E1487",
          "timestamp": "2026-06-25T04:51:04+00:00"
        },
        {
          "claim": "ASTS Stock Jumps Overnight: Rakuten CEO Calls AST Satellite Push ‘Critical’ For Japan Security Amid SpaceX Rivalry",
          "source_id": "E1488",
          "timestamp": "2026-06-24T07:03:04+00:00"
        },
        {
          "claim": "Market Chatter: AST SpaceMobile, Rakuten to Form Direct-to-Mobile Communications JV in Japan",
          "source_id": "E1489",
          "timestamp": "2026-06-24T10:05:36+00:00"
        },
        {
          "claim": "AST SpaceMobile vs. GE Aerospace: Which Stock Is a Better Buy in 2026?",
          "source_id": "E1490",
          "timestamp": "2026-06-23T23:26:37+00:00"
        },
        {
          "claim": "ASTS fundamentals snapshot: PE n/a; market cap/assets $25.46B; revenue scale $84.95M; revenue QoQ -72.9%; revenue YoY 1952.23%; gross margin 20.94%; net margin -1693.80%; ROIC n/a.",
          "source_id": "E2298",
          "timestamp": "2026-06-25T13:41:30.596645+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "AST SpaceMobile, Inc., together with its subsidiaries, designs and develops the constellation of BlueBird satellites in the United States. The company provides a cellular broadband network in space to be accessible directly by smartphones for commercial use and other application...",
        "gross_margin": "20.94%",
        "health_score": null,
        "market_cap": "$25.46B",
        "name": "AST SpaceMobile, Inc.",
        "net_margin": "-1693.80%",
        "pe_ratio": null,
        "revenue_growth_qoq": "-72.9%",
        "revenue_growth_yoy": "1952.23%",
        "revenue_scale": "$84.95M",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/asts/",
        "ticker": "ASTS",
        "timestamp": "2026-06-25T13:41:30.596645+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -3.1% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 68.01 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": "ASTS",
        "timestamp": "2026-06-25T13:41:42+00:00",
        "price": 65.955,
        "previous_close": 68.01,
        "change": -2.055000000000007,
        "change_pct": -0.030216144684605317,
        "change_5d_pct": -0.22796441806867096,
        "change_20d_pct": -0.4910879869301885,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/ASTS?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_5d_move",
        "benchmark_relative_move",
        "near_local_low",
        "breakdown_20d",
        "event_news",
        "catalyst_new_product",
        "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": 3,
        "expectation_gap": 2,
        "price_action": 10,
        "price_confirmation": 2,
        "risk_reward": 3,
        "time_sensitivity": 3,
        "total": 45,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0286",
        "E1487",
        "E1488",
        "E1489",
        "E1490",
        "E2298"
      ],
      "stage": "late",
      "theme": "new product catalyst",
      "ticker": "ASTS",
      "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": "B",
      "business_summary": "业务：Nebius Group主要提供AI云基础设施、GPU算力和开发者相关服务，收入与AI训练和推理工作负载相关。行业地位：Nebius Group是互联网内容与平台赛道的重要公司，可比/竞争公司包括Spotify Technology、DoorDash、Reddit、Twilio。关键变量主要是用户增长、广告变现、平台补贴、算法与内容监管、AI基础设施成本和竞争强度。",
      "core_catalyst": "How Nebius AI Cloud 3.6 “Aether” And Echo Launch At Nebius Group (NBIS) Has Changed Its Investment Story",
      "evidence_summary": "NBIS moved +5.4% in the latest session, +4.9% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1262.",
      "facts": [
        {
          "claim": "NBIS moved +5.4% in the latest session, +4.9% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0198",
          "timestamp": "2026-06-25T00:00:00+00:00"
        },
        {
          "claim": "How Nebius AI Cloud 3.6 “Aether” And Echo Launch At Nebius Group (NBIS) Has Changed Its Investment Story",
          "source_id": "E1262",
          "timestamp": "2026-06-24T16:13:23+00:00"
        },
        {
          "claim": "NBIS, CRWV, APLD, IREN: Why Are Neocloud Stocks Jumping Premarket?",
          "source_id": "E1263",
          "timestamp": "2026-06-25T08:59:51+00:00"
        },
        {
          "claim": "Nebius Introduces AI Cloud 3.6",
          "source_id": "E1264",
          "timestamp": "2026-06-24T17:36:04+00:00"
        },
        {
          "claim": "Komodor Autonomous AI SRE Platform Selected by Nebius to Support Reliability Operations",
          "source_id": "E1265",
          "timestamp": "2026-06-24T13:03:00+00:00"
        },
        {
          "claim": "NBIS fundamentals snapshot: PE 84.76; market cap/assets $69.81B; revenue scale $877.90M; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC n/a.",
          "source_id": "E2299",
          "timestamp": "2026-06-25T13:41:30.596821+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Nebius Group N.V., a technology company, engages in building full-stack infrastructure to service the global AI industry in the United States, the United Kingdom, and internationally. It offers Nebius builds full-stack infrastructure for AI, including large-scale GPU clusters, c...",
        "gross_margin": null,
        "health_score": null,
        "market_cap": "$69.81B",
        "name": "Nebius Group N.V.",
        "net_margin": null,
        "pe_ratio": "84.76",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$877.90M",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+market-cap-sanity-fallback:https://stockanalysis.com/stocks/nbis/+field-fallback:https://stockanalysis.com/stocks/nbis/",
        "ticker": "NBIS",
        "timestamp": "2026-06-25T13:41:30.596821+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +4.9% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 259.66 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": "NBIS",
        "timestamp": "2026-06-25T13:41:41+00:00",
        "price": 270.99,
        "previous_close": 259.66,
        "change": 11.329999999999984,
        "change_pct": 0.043633982900716184,
        "change_5d_pct": -0.035313814149678935,
        "change_20d_pct": 0.3005231384086511,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/NBIS?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "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": 12,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 44,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0198",
        "E1262",
        "E1263",
        "E1264",
        "E1265",
        "E2299"
      ],
      "stage": "expanding",
      "theme": "new product catalyst",
      "ticker": "NBIS",
      "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：埃森哲向大型企业、金融机构、政府和跨国组织出售数字化咨询、技术实施和长期运营服务。收入来自咨询项目、系统建设、应用维护、托管运营和外包合同。关键产品是围绕云迁移、ERP、数据平台、AI 应用、行业解决方案和安全运营形成的一整套服务交付能力，而不是单一软件授权。行业地位：埃森哲在全球 IT 服务与管理咨询市场处在头部位置，优势来自行业 know-how、全球交付网络、大客户覆盖和复杂项目整合能力。竞争对手包括 IBM Consulting、Deloitte、Capgemini、TCS、Infosys 和 Cognizant，关键经营变量包括企业 IT 预算、大单签约、员工利用率、离岸交付结构、AI 需求释放和薪资成本。",
      "core_catalyst": "Accenture’s Q2 Earnings Call: Our Top 5 Analyst Questions",
      "evidence_summary": "ACN moved -0.1% in the latest session, -0.6% relative to benchmark, with volume at 0.5x its 20-day average. Reliable catalyst source: E0944.",
      "facts": [
        {
          "claim": "ACN moved -0.1% in the latest session, -0.6% relative to benchmark, with volume at 0.5x its 20-day average.",
          "source_id": "E0094",
          "timestamp": "2026-06-25T00:00:00+00:00"
        },
        {
          "claim": "Accenture’s Q2 Earnings Call: Our Top 5 Analyst Questions",
          "source_id": "E0944",
          "timestamp": "2026-06-25T08:09:50+00:00"
        },
        {
          "claim": "Mizuho Trims PT On Accenture (ACN) Following Weaker-Than-Expected Fiscal 2026 Guidance",
          "source_id": "E0945",
          "timestamp": "2026-06-25T06:21:59+00:00"
        },
        {
          "claim": "Accenture (ACN) Price Target Lowered by $22 at JP Morgan. Here is Why",
          "source_id": "E0946",
          "timestamp": "2026-06-24T19:22:26+00:00"
        },
        {
          "claim": "Wall Street Expects Accenture plc (ACN) to Bounce Back Despite a 50% YTD Decline",
          "source_id": "E0947",
          "timestamp": "2026-06-25T12:03:59+00:00"
        },
        {
          "claim": "ACN fundamentals snapshot: PE 9.98; market cap/assets $76.39B; revenue scale $73.10B; revenue QoQ 3.74%; revenue YoY 6.74%; gross margin 32.77%; net margin 12.50%; ROIC 15.80%; engine score health 100.00 / valuation n/a.",
          "source_id": "E2300",
          "timestamp": "2026-06-18T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Accenture plc provides strategy and consulting, industry X, song, and technology and operation services in the Americas, Europe, the Middle East, Africa, and the Asia Pacific. It offers systems integration and application management; security; intelligent platform; infrastructur...",
        "gross_margin": "32.77%",
        "health_score": "100.00",
        "market_cap": "$76.39B",
        "name": "Accenture plc",
        "net_margin": "12.50%",
        "pe_ratio": "9.98",
        "revenue_growth_qoq": "3.74%",
        "revenue_growth_yoy": "6.74%",
        "revenue_scale": "$73.10B",
        "roic": "15.80%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/acn/",
        "ticker": "ACN",
        "timestamp": "2026-06-18T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -0.6% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 129.15 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": "ACN",
        "timestamp": "2026-06-25T13:41:41+00:00",
        "price": 128.68,
        "previous_close": 129.18,
        "change": -0.5,
        "change_pct": -0.0038705681994116725,
        "change_5d_pct": -0.1751810490938669,
        "change_20d_pct": -0.27035609234145663,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/ACN?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_5d_move",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "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": 1,
        "expectation_gap": 2,
        "price_action": 2,
        "price_confirmation": 1,
        "risk_reward": 3,
        "time_sensitivity": 3,
        "total": 44,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 5
      },
      "setup_type": "watch_only",
      "source_ids": [
        "E0094",
        "E0944",
        "E0945",
        "E0946",
        "E0947",
        "E2300"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "ACN",
      "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：Jefferies Financial Group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：Jefferies Financial Group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": "UBS Cuts Jefferies Financial Price Target to $65 From $67, Maintains Neutral Rating",
      "evidence_summary": "JEF moved -8.1% in the latest session, -8.6% relative to benchmark, with volume at 0.4x its 20-day average. Reliable catalyst source: E1969.",
      "facts": [
        {
          "claim": "JEF moved -8.1% in the latest session, -8.6% relative to benchmark, with volume at 0.4x its 20-day average.",
          "source_id": "E0489",
          "timestamp": "2026-06-25T00:00:00+00:00"
        },
        {
          "claim": "UBS Cuts Jefferies Financial Price Target to $65 From $67, Maintains Neutral Rating",
          "source_id": "E1969",
          "timestamp": "2026-06-25T13:19:51+00:00"
        },
        {
          "claim": "Oppenheimer Adjusts Price Target on Jefferies Financial Group to $83 From $87, Maintains Outperform Rating",
          "source_id": "E1970",
          "timestamp": "2026-06-25T12:40:59+00:00"
        },
        {
          "claim": "Analyst Report: Jefferies Financial Group Inc.",
          "source_id": "E1971",
          "timestamp": "2026-06-25T01:47:38+00:00"
        },
        {
          "claim": "Jefferies (JEF) Reports Q2 Earnings: What Key Metrics Have to Say",
          "source_id": "E1972",
          "timestamp": "2026-06-24T22:00:02+00:00"
        },
        {
          "claim": "JEF fundamentals snapshot: PE 14.79; market cap/assets $10.24B; revenue scale $8.34B; revenue QoQ n/a; revenue YoY n/a; gross margin n/a; net margin n/a; ROIC 1.11%.",
          "source_id": "E2301",
          "timestamp": "2026-06-25T13:41:31.454343+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Jefferies Financial Group Inc. operates as an investment banking and capital markets firm in the Americas, Europe, the Middle East, and the Asia-Pacific. It operates in two segments, Investment Banking and Capital Markets, and Asset Management. The company provides investment ba...",
        "gross_margin": null,
        "health_score": null,
        "market_cap": "$10.24B",
        "name": "Jefferies Financial Group Inc.",
        "net_margin": null,
        "pe_ratio": "14.79",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$8.34B",
        "roic": "1.11%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/jef/",
        "ticker": "JEF",
        "timestamp": "2026-06-25T13:41:31.454343+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -8.6% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 57.94 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": "JEF",
        "timestamp": "2026-06-25T13:41:42+00:00",
        "price": 53.06,
        "previous_close": 57.92,
        "change": -4.859999999999999,
        "change_pct": -0.08390883977900554,
        "change_5d_pct": -0.14253395145236825,
        "change_20d_pct": 0.01744963465954097,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/JEF?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "gap_fade",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_analyst",
        "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": 2,
        "expectation_gap": 3,
        "price_action": 13,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 43,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 2
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0489",
        "E1969",
        "E1970",
        "E1971",
        "E1972",
        "E2301"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "JEF",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    }
  ],
  "evidence": [
    {
      "claim": "ETF regime snapshot: SPY +0.5%, QQQ +1.6%, IWM +1.2%, HYG +0.1%, TLT +0.3%, VIXY -3.1%.",
      "confidence": 0.93,
      "publisher": "Mock ETF Regime Feed",
      "raw_value": {
        "HYG": 0.0013149655604258736,
        "IWM": 0.012437224038558847,
        "QQQ": 0.01648560412034561,
        "SPY": 0.005114287272925733,
        "TLT": 0.0026894026092927348,
        "VIXY": -0.03142732431252726
      },
      "source_id": "E0001",
      "source_type": "macro",
      "ticker": "MARKET",
      "tier": 1,
      "timestamp": "2026-06-25T00:00:00+00:00",
      "url_or_provider_ref": "mock://regime/2026-06-25"
    },
    {
      "claim": "IWM moved +1.2% in the latest session, +0.7% relative to benchmark, with volume at 0.1x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
        "avg_abs_return_20d": 0.010780680820283195,
        "benchmark_return_1d": 0.005114287272925733,
        "benchmark_return_5d": -0.005357914057439017,
        "body_to_range": 2.849905003166547,
        "breakdown_20d": false,
        "breakout_20d": true,
        "close": 300.38,
        "close_location": 0.6263457884736993,
        "consecutive_down_days": 0,
        "consecutive_up_days": 2,
        "dollar_volume": 611289220.14,
        "gap_pct": -0.002730122349927533,
        "high_52w_distance_pct": 0.001964178706971298,
        "latest_date": "2026-06-25",
        "low_52w_distance_pct": 0.25845238593992215,
        "lower_wick_to_range": -2.223559214692848,
        "previous_close": 296.69,
        "relative_return_1d": 0.007322936765633115,
        "relative_return_5d": 0.041579798975336035,
        "return_1d": 0.012437224038558847,
        "return_1d_vs_avg_abs_20d": 1.1536584976302209,
        "return_5d": 0.03622188491789702,
        "ticker": "IWM",
        "upper_wick_to_range": 0.3736542115263008,
        "volume_ratio_20d": 0.06908611130348348
      },
      "source_id": "E0002",
      "source_type": "market_data",
      "ticker": "IWM",
      "tier": 1,
      "timestamp": "2026-06-25T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/IWM/2026-06-25"
    },
    {
      "claim": "DIA 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": {
        "avg_abs_return_20d": 0.006997648310913507,
        "benchmark_return_1d": 0.005114287272925733,
        "benchmark_return_5d": -0.005357914057439017,
        "body_to_range": 3.481249999999911,
        "breakdown_20d": false,
        "breakout_20d": false,
        "close": 521.76,
        "close_location": 0.5187500000000183,
        "consecutive_down_days": 0,
        "consecutive_up_days": 2,
        "dollar_volume": 381070024.8,
        "gap_pct": -0.004493558589832469,
        "high_52w_distance_pct": 0.004618981907390296,
        "latest_date": "2026-06-25",
        "low_52w_distance_pct": 0.15833407335050165,
        "lower_wick_to_range": -2.9624999999998924,
        "previous_close": 518.52,
        "relative_return_1d": 0.0011342663026354671,
        "relative_return_5d": 0.01593316100688702,
        "return_1d": 0.0062485535755612,
        "return_1d_vs_avg_abs_20d": 0.892950502501816,
        "return_5d": 0.010575246949448003,
        "ticker": "DIA",
        "upper_wick_to_range": 0.4812499999999818,
        "volume_ratio_20d": 0.13190255513736482
      },
      "source_id": "E0003",
      "source_type": "market_data",
      "ticker": "DIA",
      "tier": 1,
      "timestamp": "2026-06-25T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/DIA/2026-06-25"
    },
    {
      "claim": "TLT moved +0.3% in the latest session, -0.2% relative to benchmark, with volume at 0.1x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
        "avg_abs_return_20d": 0.004450273913316027,
        "benchmark_return_1d": 0.005114287272925733,
        "benchmark_return_5d": -0.005357914057439017,
        "body_to_range": 0.5833333333332544,
        "breakdown_20d": false,
        "breakout_20d": true,
        "close": 87.615,
        "close_location": 0.9166666666665088,
        "consecutive_down_days": 0,
        "consecutive_up_days": 3,
        "dollar_volume": 155825380.26,
        "gap_pct": 0.002288853284504455,
        "high_52w_distance_pct": 0.0370370370370372,
        "latest_date": "2026-06-25",
        "low_52w_distance_pct": 0.05853570134106567,
        "lower_wick_to_range": 0.3333333333332544,
        "previous_close": 87.38,
        "relative_return_1d": -0.002424884663632998,
        "relative_return_5d": 0.020242658642171896,
        "return_1d": 0.0026894026092927348,
        "return_1d_vs_avg_abs_20d": 0.6043229386949766,
        "return_5d": 0.014884744584732879,
        "ticker": "TLT",
        "upper_wick_to_range": 0.08333333333349123,
        "volume_ratio_20d": 0.06946478854535822
      },
      "source_id": "E0004",
      "source_type": "market_data",
      "ticker": "TLT",
      "tier": 1,
      "timestamp": "2026-06-25T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/TLT/2026-06-25"
    },
    {
      "claim": "HYG moved +0.1% in the latest session, -0.4% relative to benchmark, with volume at 0.0x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
        "avg_abs_return_20d": 0.001997260222415037,
        "benchmark_return_1d": 0.005114287272925733,
        "benchmark_return_5d": -0.005357914057439017,
        "body_to_range": 0.25,
        "breakdown_20d": false,
        "breakout_20d": false,
        "close": 79.955,
        "close_location": 0.5833333333332544,
        "consecutive_down_days": 0,
        "consecutive_up_days": 1,
        "dollar_volume": 93071617.75,
        "gap_pct": 0.0011271133375079234,
        "high_52w_distance_pct": 0.016071540241385796,
        "latest_date": "2026-06-25",
        "low_52w_distance_pct": 0.017627593228967786,
        "lower_wick_to_range": 0.3333333333332544,
        "previous_close": 79.85,
        "relative_return_1d": -0.003799321712499859,
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      "claim": "Stronger Q1 Results And Kidney Care Expansion Might Change The Case For Investing In DaVita (DVA)",
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      "claim": "Are Industrial Products Stocks Lagging  Gates Industrial (GTES) This Year?",
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      "claim": "A Look Back at Senior Health, Home Health & Hospice Stocks’ Q1 Earnings: Chemed (NYSE:CHE) Vs The Rest Of The Pack",
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      "claim": "NOV and Transocean Stocks Trade Down, What You Need To Know",
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      "claim": "TMHC: What does Argus have to say about TMHC?",
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      "claim": "Is GE Vernova Inc. (GEV) Outperforming Other Oils-Energy Stocks This Year?",
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      "claim": "ONE Gas (OGS) Could Be a Great Choice",
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      "claim": "Klarna vs. LendingClub: Which Technology Stock Is a Better Buy in 2026?",
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      "claim": "Berkshire Hathaway's Greg Abel Just Bought 3 Million Shares of Macy's Stock. It Sure Looks Cheap, but Is It a Great Value?",
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      "claim": "MU fundamentals snapshot: PE 23.43; market cap/assets $1.18T; revenue scale $90.27B; revenue QoQ 73.75%; revenue YoY 166.98%; gross margin 84.56%; net margin 68.12%; ROIC 44.25%; engine score health 75.00 / valuation 87.50.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Micron Technology, Inc. designs, develops, manufactures, and sells memory and storage products in the United States, Taiwan, Japan, Mainland China, Hong Kong, Europe, and internationally. It operates through the Cloud Memory Business Unit; Core Data Center Business Unit; Mobile...",
        "gross_margin": "84.56%",
        "health_score": "75.00",
        "market_cap": "$1.18T",
        "name": "Micron Technology, Inc.",
        "net_margin": "68.12%",
        "pe_ratio": "23.43",
        "revenue_growth_qoq": "73.75%",
        "revenue_growth_yoy": "166.98%",
        "revenue_scale": "$90.27B",
        "roic": "44.25%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mu/",
        "ticker": "MU",
        "timestamp": "2026-06-24T00:00:00+00:00",
        "valuation_score": "87.50"
      },
      "source_id": "E2273",
      "source_type": "fundamentals",
      "ticker": "MU",
      "tier": 2,
      "timestamp": "2026-06-24T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mu/"
    },
    {
      "claim": "SNDK fundamentals snapshot: PE 62.87; market cap/assets $283.34B; revenue scale $13.18B; revenue QoQ 96.69%; revenue YoY 82.76%; gross margin 78.35%; net margin 60.76%; ROIC 31.60%; engine score health 73.33 / valuation 33.33.",
      "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 United States, Europe, the Middle East, Africa, Asia, and internationally. The company offers solid state drives for desktop and notebook PCs, gaming conso...",
        "gross_margin": "78.35%",
        "health_score": "73.33",
        "market_cap": "$283.34B",
        "name": "Sandisk Corporation",
        "net_margin": "60.76%",
        "pe_ratio": "62.87",
        "revenue_growth_qoq": "96.69%",
        "revenue_growth_yoy": "82.76%",
        "revenue_scale": "$13.18B",
        "roic": "31.60%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/sndk/",
        "ticker": "SNDK",
        "timestamp": "2026-06-24T00:00:00+00:00",
        "valuation_score": "33.33"
      },
      "source_id": "E2274",
      "source_type": "fundamentals",
      "ticker": "SNDK",
      "tier": 2,
      "timestamp": "2026-06-24T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/sndk/"
    },
    {
      "claim": "TCOM fundamentals snapshot: PE 7.02; market cap/assets $24.50B; revenue scale $64.79B; revenue QoQ +5.3%; revenue YoY 17.20%; gross margin 79.45%; net margin 70.69%; ROIC 6.04%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Trip.com Group Limited, through its subsidiaries, operates as a travel service provider for accommodation reservation, transportation ticketing, packaged tours, in-destination, corporate travel management, and other travel-related services in China and internationally. It acts a...",
        "gross_margin": "79.45%",
        "health_score": null,
        "market_cap": "$24.50B",
        "name": "Trip.com Group Limited",
        "net_margin": "70.69%",
        "pe_ratio": "7.02",
        "revenue_growth_qoq": "+5.3%",
        "revenue_growth_yoy": "17.20%",
        "revenue_scale": "$64.79B",
        "roic": "6.04%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+market-cap-sanity-fallback:https://stockanalysis.com/stocks/tcom/+field-fallback:https://stockanalysis.com/stocks/tcom/",
        "ticker": "TCOM",
        "timestamp": "2026-06-25T13:41:21.181021+00:00",
        "valuation_score": null
      },
      "source_id": "E2275",
      "source_type": "fundamentals",
      "ticker": "TCOM",
      "tier": 2,
      "timestamp": "2026-06-25T13:41:21.181021+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+market-cap-sanity-fallback:https://stockanalysis.com/stocks/tcom/+field-fallback:https://stockanalysis.com/stocks/tcom/"
    },
    {
      "claim": "STX fundamentals snapshot: PE 93.73; market cap/assets $222.89B; revenue scale $11.01B; revenue QoQ 10.16%; revenue YoY 28.92%; gross margin 46.50%; net margin 24.04%; ROIC 35.08%; engine score health 75.67 / valuation 16.67.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Seagate Technology Holdings plc engages in the provision of data storage technology and infrastructure solutions in Singapore, the United States, the Netherlands, and internationally. The company offers mass capacity storage products, including enterprise nearline hard disk driv...",
        "gross_margin": "46.50%",
        "health_score": "75.67",
        "market_cap": "$222.89B",
        "name": "Seagate Technology Holdings plc",
        "net_margin": "24.04%",
        "pe_ratio": "93.73",
        "revenue_growth_qoq": "10.16%",
        "revenue_growth_yoy": "28.92%",
        "revenue_scale": "$11.01B",
        "roic": "35.08%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/stx/",
        "ticker": "STX",
        "timestamp": "2026-06-24T00:00:00+00:00",
        "valuation_score": "16.67"
      },
      "source_id": "E2276",
      "source_type": "fundamentals",
      "ticker": "STX",
      "tier": 2,
      "timestamp": "2026-06-24T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/stx/"
    },
    {
      "claim": "GLW fundamentals snapshot: PE 97.87; market cap/assets $177.15B; revenue scale $16.32B; revenue QoQ -1.68%; revenue YoY 20.05%; gross margin 36.87%; net margin 8.95%; ROIC 8.00%; engine score health 51.39 / valuation 22.22.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Corning Incorporated operates in optical communications, display, specialty materials, automotive, and life sciences businesses in the United States, Canada, Mexico, Japan, Taiwan, China, South Korea, Germany, and internationally. The company provides optical fibers and cables;...",
        "gross_margin": "36.87%",
        "health_score": "51.39",
        "market_cap": "$177.15B",
        "name": "Corning Incorporated",
        "net_margin": "8.95%",
        "pe_ratio": "97.87",
        "revenue_growth_qoq": "-1.68%",
        "revenue_growth_yoy": "20.05%",
        "revenue_scale": "$16.32B",
        "roic": "8.00%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/glw/",
        "ticker": "GLW",
        "timestamp": "2026-06-24T00:00:00+00:00",
        "valuation_score": "22.22"
      },
      "source_id": "E2277",
      "source_type": "fundamentals",
      "ticker": "GLW",
      "tier": 2,
      "timestamp": "2026-06-24T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/glw/"
    },
    {
      "claim": "WDC fundamentals snapshot: PE 34.25; market cap/assets $222.12B; revenue scale $11.78B; revenue QoQ 10.61%; revenue YoY 9.10%; gross margin 50.22%; net margin 96.04%; ROIC 24.09%; engine score health 59.67 / valuation 33.33.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Western Digital Corporation develops, manufactures, and sells data storage devices and solutions based on hard disk drive (HDD) technology in the United States, Asia, Europe, the Middle East, and Africa. The company offers internal HDDs, data center drives, data center platforms...",
        "gross_margin": "50.22%",
        "health_score": "59.67",
        "market_cap": "$222.12B",
        "name": "Western Digital Corporation",
        "net_margin": "96.04%",
        "pe_ratio": "34.25",
        "revenue_growth_qoq": "10.61%",
        "revenue_growth_yoy": "9.10%",
        "revenue_scale": "$11.78B",
        "roic": "24.09%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/wdc/",
        "ticker": "WDC",
        "timestamp": "2026-06-24T00:00:00+00:00",
        "valuation_score": "33.33"
      },
      "source_id": "E2278",
      "source_type": "fundamentals",
      "ticker": "WDC",
      "tier": 2,
      "timestamp": "2026-06-24T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/wdc/"
    },
    {
      "claim": "AYI fundamentals snapshot: PE 26.07; market cap/assets $8.82B; revenue scale $4.61B; revenue QoQ +13.4%; revenue YoY 1.65%; gross margin 50.62%; net margin 11.77%; ROIC 3.93%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Acuity Inc. provides lighting, lighting controls, building management system, and an audio, video, and control platform in the United States and internationally. It operates in two segments, Acuity Brands Lighting (ABL); and the Acuity Intelligent Spaces (AIS). The ABL segment p...",
        "gross_margin": "50.62%",
        "health_score": null,
        "market_cap": "$8.82B",
        "name": "Acuity Brands, Inc.",
        "net_margin": "11.77%",
        "pe_ratio": "26.07",
        "revenue_growth_qoq": "+13.4%",
        "revenue_growth_yoy": "1.65%",
        "revenue_scale": "$4.61B",
        "roic": "3.93%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ayi/",
        "ticker": "AYI",
        "timestamp": "2026-06-25T13:41:21.180574+00:00",
        "valuation_score": null
      },
      "source_id": "E2279",
      "source_type": "fundamentals",
      "ticker": "AYI",
      "tier": 2,
      "timestamp": "2026-06-25T13:41:21.180574+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ayi/"
    },
    {
      "claim": "DELL fundamentals snapshot: PE 33.02; market cap/assets $277.63B; revenue scale $134.00B; revenue QoQ 31.35%; revenue YoY 38.75%; gross margin 17.75%; net margin 7.84%; ROIC 9.31%; engine score health 63.41 / valuation 100.00.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Dell Technologies Inc. designs, develops, manufactures, markets, sells, and supports various comprehensive and integrated solutions, products, and services in the Americas, Europe, the Middle East, Asia, and internationally. The company operates through Infrastructure Solutions...",
        "gross_margin": "17.75%",
        "health_score": "63.41",
        "market_cap": "$277.63B",
        "name": "Dell Technologies Inc.",
        "net_margin": "7.84%",
        "pe_ratio": "33.02",
        "revenue_growth_qoq": "31.35%",
        "revenue_growth_yoy": "38.75%",
        "revenue_scale": "$134.00B",
        "roic": "9.31%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/dell/",
        "ticker": "DELL",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": "100.00"
      },
      "source_id": "E2280",
      "source_type": "fundamentals",
      "ticker": "DELL",
      "tier": 2,
      "timestamp": "2026-06-23T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/dell/"
    },
    {
      "claim": "QCOM fundamentals snapshot: PE 21.07; market cap/assets $209.06B; revenue scale $44.49B; revenue QoQ -13.49%; revenue YoY 5.21%; gross margin 53.77%; net margin 69.53%; ROIC 19.87%; engine score health 56.62 / valuation 93.75.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": "53.77%",
        "health_score": "56.62",
        "market_cap": "$209.06B",
        "name": "QUALCOMM Incorporated",
        "net_margin": "69.53%",
        "pe_ratio": "21.07",
        "revenue_growth_qoq": "-13.49%",
        "revenue_growth_yoy": "5.21%",
        "revenue_scale": "$44.49B",
        "roic": "19.87%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "QCOM",
        "timestamp": "2026-06-24T00:00:00+00:00",
        "valuation_score": "93.75"
      },
      "source_id": "E2281",
      "source_type": "fundamentals",
      "ticker": "QCOM",
      "tier": 2,
      "timestamp": "2026-06-24T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti"
    },
    {
      "claim": "APP fundamentals snapshot: PE 39.46; market cap/assets $156.36B; revenue scale $6.16B; revenue QoQ 11.13%; revenue YoY 51.16%; gross margin 88.95%; net margin 65.44%; ROIC 61.65%; engine score health 77.09 / valuation 22.22.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "AppLovin Corporation provides end-to-end artificial intelligence-powered advertising solutions for businesses in the United States and internationally. It operates through two segments, Advertising and Apps. The company offers Axon Ads Manager, a suite of marketing solutions tha...",
        "gross_margin": "88.95%",
        "health_score": "77.09",
        "market_cap": "$156.36B",
        "name": "AppLovin Corporation",
        "net_margin": "65.44%",
        "pe_ratio": "39.46",
        "revenue_growth_qoq": "11.13%",
        "revenue_growth_yoy": "51.16%",
        "revenue_scale": "$6.16B",
        "roic": "61.65%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/app/",
        "ticker": "APP",
        "timestamp": "2026-06-24T00:00:00+00:00",
        "valuation_score": "22.22"
      },
      "source_id": "E2282",
      "source_type": "fundamentals",
      "ticker": "APP",
      "tier": 2,
      "timestamp": "2026-06-24T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/app/"
    },
    {
      "claim": "BABA fundamentals snapshot: PE 15.64; market cap/assets $218.88B; revenue scale $1.02T; revenue QoQ -14.6%; revenue YoY 2.93%; gross margin 34.51%; net margin 9.66%; ROIC -0.05%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Alibaba Group Holding Limited, through its subsidiaries, provides technology infrastructure and marketing reach to help merchants, brands, retailers, and other businesses in the People's Republic of China and internationally. It operates through the Alibaba China E-Commerce Grou...",
        "gross_margin": "34.51%",
        "health_score": null,
        "market_cap": "$218.88B",
        "name": "Alibaba Group Holding Limited",
        "net_margin": "9.66%",
        "pe_ratio": "15.64",
        "revenue_growth_qoq": "-14.6%",
        "revenue_growth_yoy": "2.93%",
        "revenue_scale": "$1.02T",
        "roic": "-0.05%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+market-cap-sanity-fallback:https://stockanalysis.com/stocks/baba/+field-fallback:https://stockanalysis.com/stocks/baba/",
        "ticker": "BABA",
        "timestamp": "2026-06-25T13:41:24.141379+00:00",
        "valuation_score": null
      },
      "source_id": "E2283",
      "source_type": "fundamentals",
      "ticker": "BABA",
      "tier": 2,
      "timestamp": "2026-06-25T13:41:24.141379+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+market-cap-sanity-fallback:https://stockanalysis.com/stocks/baba/+field-fallback:https://stockanalysis.com/stocks/baba/"
    },
    {
      "claim": "CAT fundamentals snapshot: PE 48.63; market cap/assets $458.04B; revenue scale $70.75B; revenue QoQ -8.98%; revenue YoY 11.85%; gross margin 35.08%; net margin 14.64%; ROIC 12.26%; engine score health 49.29 / valuation 11.11.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Caterpillar Inc. provides construction and mining equipment, off-highway diesel and natural gas engines, industrial gas turbines, and diesel-electric locomotives in the United States and internationally. The Construction Industries segment offers asphalt pavers, cold planers, co...",
        "gross_margin": "35.08%",
        "health_score": "49.29",
        "market_cap": "$458.04B",
        "name": "Caterpillar Inc.",
        "net_margin": "14.64%",
        "pe_ratio": "48.63",
        "revenue_growth_qoq": "-8.98%",
        "revenue_growth_yoy": "11.85%",
        "revenue_scale": "$70.75B",
        "roic": "12.26%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/cat/",
        "ticker": "CAT",
        "timestamp": "2026-06-24T00:00:00+00:00",
        "valuation_score": "11.11"
      },
      "source_id": "E2284",
      "source_type": "fundamentals",
      "ticker": "CAT",
      "tier": 2,
      "timestamp": "2026-06-24T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/cat/"
    },
    {
      "claim": "RVTY fundamentals snapshot: PE 48.94; market cap/assets $11.79B; revenue scale $2.90B; revenue QoQ -7.89%; revenue YoY 4.79%; gross margin 54.51%; net margin 5.73%; ROIC 3.00%; engine score health 36.00 / valuation 50.00.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Revvity, Inc. provides health sciences solutions, technologies, and services. The company offers instruments, reagents, software, subscriptions, detection and imaging technologies, extended warranties, training and services; and instruments, reagents, assay platforms and softwar...",
        "gross_margin": "54.51%",
        "health_score": "36.00",
        "market_cap": "$11.79B",
        "name": "Revvity, Inc.",
        "net_margin": "5.73%",
        "pe_ratio": "48.94",
        "revenue_growth_qoq": "-7.89%",
        "revenue_growth_yoy": "4.79%",
        "revenue_scale": "$2.90B",
        "roic": "3.00%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/rvty/",
        "ticker": "RVTY",
        "timestamp": "2026-06-24T00:00:00+00:00",
        "valuation_score": "50.00"
      },
      "source_id": "E2285",
      "source_type": "fundamentals",
      "ticker": "RVTY",
      "tier": 2,
      "timestamp": "2026-06-24T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/rvty/"
    },
    {
      "claim": "ORCL fundamentals snapshot: PE 26.57; market cap/assets $454.00B; revenue scale $67.36B; revenue QoQ 11.60%; revenue YoY 17.35%; gross margin 65.18%; net margin 22.44%; ROIC 7.94%; engine score health 42.02 / valuation 61.54.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Oracle Corporation offers products and services that address enterprise information technology environments worldwide. Its Oracle cloud software as a service offering include various cloud software applications, including Oracle Fusion cloud enterprise resource planning ERP, Ora...",
        "gross_margin": "65.18%",
        "health_score": "42.02",
        "market_cap": "$454.00B",
        "name": "Oracle Corporation",
        "net_margin": "22.44%",
        "pe_ratio": "26.57",
        "revenue_growth_qoq": "11.60%",
        "revenue_growth_yoy": "17.35%",
        "revenue_scale": "$67.36B",
        "roic": "7.94%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/orcl/",
        "ticker": "ORCL",
        "timestamp": "2026-06-24T00:00:00+00:00",
        "valuation_score": "61.54"
      },
      "source_id": "E2286",
      "source_type": "fundamentals",
      "ticker": "ORCL",
      "tier": 2,
      "timestamp": "2026-06-24T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/orcl/"
    },
    {
      "claim": "AAPL fundamentals snapshot: PE 35.53; market cap/assets $4.11T; revenue scale $451.44B; revenue QoQ -22.66%; revenue YoY 12.76%; gross margin 49.27%; net margin 26.60%; ROIC 39.71%; engine score health 68.00 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Apple Inc. designs, manufactures, and markets smartphones, personal computers, tablets, wearables, and accessories worldwide. The company offers iPhone, a line of smartphones; Mac, a line of personal computers; iPad, a line of multi-purpose tablets; and wearables, home, and acce...",
        "gross_margin": "49.27%",
        "health_score": "68.00",
        "market_cap": "$4.11T",
        "name": "Apple Inc.",
        "net_margin": "26.60%",
        "pe_ratio": "35.53",
        "revenue_growth_qoq": "-22.66%",
        "revenue_growth_yoy": "12.76%",
        "revenue_scale": "$451.44B",
        "roic": "39.71%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/aapl/",
        "ticker": "AAPL",
        "timestamp": "2026-06-11T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E2287",
      "source_type": "fundamentals",
      "ticker": "AAPL",
      "tier": 2,
      "timestamp": "2026-06-11T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/aapl/"
    },
    {
      "claim": "TXN fundamentals snapshot: PE 51.40; market cap/assets $275.86B; revenue scale $18.44B; revenue QoQ 9.09%; revenue YoY 14.89%; gross margin 58.01%; net margin 32.02%; ROIC 18.92%; engine score health 49.42 / valuation 62.50.",
      "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": "58.01%",
        "health_score": "49.42",
        "market_cap": "$275.86B",
        "name": "Texas Instruments Incorporated",
        "net_margin": "32.02%",
        "pe_ratio": "51.40",
        "revenue_growth_qoq": "9.09%",
        "revenue_growth_yoy": "14.89%",
        "revenue_scale": "$18.44B",
        "roic": "18.92%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/txn/",
        "ticker": "TXN",
        "timestamp": "2026-06-24T00:00:00+00:00",
        "valuation_score": "62.50"
      },
      "source_id": "E2288",
      "source_type": "fundamentals",
      "ticker": "TXN",
      "tier": 2,
      "timestamp": "2026-06-24T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/txn/"
    },
    {
      "claim": "VST fundamentals snapshot: PE 24.57; market cap/assets $55.06B; revenue scale $16.21B; revenue QoQ 99.06%; revenue YoY -25.47%; gross margin 20.26%; net margin 22.11%; ROIC 0.81%; engine score health 36.96 / valuation 87.50.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Vistra Corp., together with its subsidiaries, operates as an integrated retail electricity and power generation company in the United States. The company operates through five segments: Retail, Texas, East, West, and Asset Closure. The company retails electricity and natural gas...",
        "gross_margin": "20.26%",
        "health_score": "36.96",
        "market_cap": "$55.06B",
        "name": "Vistra Corp.",
        "net_margin": "22.11%",
        "pe_ratio": "24.57",
        "revenue_growth_qoq": "99.06%",
        "revenue_growth_yoy": "-25.47%",
        "revenue_scale": "$16.21B",
        "roic": "0.81%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/vst/",
        "ticker": "VST",
        "timestamp": "2026-06-24T00:00:00+00:00",
        "valuation_score": "87.50"
      },
      "source_id": "E2289",
      "source_type": "fundamentals",
      "ticker": "VST",
      "tier": 2,
      "timestamp": "2026-06-24T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/vst/"
    },
    {
      "claim": "RKLB fundamentals snapshot: PE n/a; market cap/assets $45.35B; 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": "$45.35B",
        "name": "Rocket Lab USA, 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/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "RKLB",
        "timestamp": "2026-06-25T13:41:27.636815+00:00",
        "valuation_score": null
      },
      "source_id": "E2290",
      "source_type": "fundamentals",
      "ticker": "RKLB",
      "tier": 2,
      "timestamp": "2026-06-25T13:41:27.636815+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti"
    },
    {
      "claim": "TEAM fundamentals snapshot: PE n/a; market cap/assets $19.79B; revenue scale $6.19B; revenue QoQ 12.65%; revenue YoY 24.74%; gross margin 84.92%; net margin -5.51%; ROIC -4.07%; engine score health 50.83 / 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. Its product portfolio includes Jira, a project management platform for planning, tracking, and managing...",
        "gross_margin": "84.92%",
        "health_score": "50.83",
        "market_cap": "$19.79B",
        "name": "Atlassian Corporation",
        "net_margin": "-5.51%",
        "pe_ratio": null,
        "revenue_growth_qoq": "12.65%",
        "revenue_growth_yoy": "24.74%",
        "revenue_scale": "$6.19B",
        "roic": "-4.07%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/team/",
        "ticker": "TEAM",
        "timestamp": "2026-05-21T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E2291",
      "source_type": "fundamentals",
      "ticker": "TEAM",
      "tier": 2,
      "timestamp": "2026-05-21T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/team/"
    },
    {
      "claim": "FLEX fundamentals snapshot: PE 56.85; market cap/assets $48.53B; revenue scale $27.91B; revenue QoQ +5.9%; revenue YoY 16.86%; gross margin 9.39%; net margin 3.34%; ROIC 2.77%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Flex Ltd. provides technology innovation, supply chain, and manufacturing solutions to data center, communications, enterprise, consumer, automotive, industrial, healthcare, industrial, and power industries in the Americas, Asia, and Europe. The company operates through three se...",
        "gross_margin": "9.39%",
        "health_score": null,
        "market_cap": "$48.53B",
        "name": "Flex Ltd.",
        "net_margin": "3.34%",
        "pe_ratio": "56.85",
        "revenue_growth_qoq": "+5.9%",
        "revenue_growth_yoy": "16.86%",
        "revenue_scale": "$27.91B",
        "roic": "2.77%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+market-cap-sanity-override:https://stockanalysis.com/stocks/flex/+field-fallback:https://stockanalysis.com/stocks/flex/",
        "ticker": "FLEX",
        "timestamp": "2026-06-25T13:41:28.056234+00:00",
        "valuation_score": null
      },
      "source_id": "E2292",
      "source_type": "fundamentals",
      "ticker": "FLEX",
      "tier": 2,
      "timestamp": "2026-06-25T13:41:28.056234+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+market-cap-sanity-override:https://stockanalysis.com/stocks/flex/+field-fallback:https://stockanalysis.com/stocks/flex/"
    },
    {
      "claim": "NTRA fundamentals snapshot: PE n/a; market cap/assets $29.31B; revenue scale $2.50B; revenue QoQ +4.7%; revenue YoY 38.82%; gross margin 64.72%; net margin -12.21%; ROIC -11.85%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Natera, Inc., a diagnostics company, engages in the development and commercialization of molecular testing services worldwide. It offers Signatera, a personalized ctDNA blood test for MRD assessment, early recurrence monitoring, and evaluation of treatment response in patients p...",
        "gross_margin": "64.72%",
        "health_score": null,
        "market_cap": "$29.31B",
        "name": "Natera, Inc.",
        "net_margin": "-12.21%",
        "pe_ratio": null,
        "revenue_growth_qoq": "+4.7%",
        "revenue_growth_yoy": "38.82%",
        "revenue_scale": "$2.50B",
        "roic": "-11.85%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ntra/",
        "ticker": "NTRA",
        "timestamp": "2026-06-25T13:41:28.059006+00:00",
        "valuation_score": null
      },
      "source_id": "E2293",
      "source_type": "fundamentals",
      "ticker": "NTRA",
      "tier": 2,
      "timestamp": "2026-06-25T13:41:28.059006+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ntra/"
    },
    {
      "claim": "AMAT fundamentals snapshot: PE 55.39; market cap/assets $498.61B; revenue scale $29.02B; revenue QoQ 12.81%; revenue YoY 3.33%; gross margin 49.90%; net margin 35.47%; ROIC 21.26%; engine score health 72.50 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Applied Materials, Inc. provides materials engineering solutions, equipment, services, and software to the semiconductor and related industries in the United States, China, Korea, Taiwan, Japan, Southeast Asia, Europe, and internationally. The company operates through Semiconduc...",
        "gross_margin": "49.90%",
        "health_score": "72.50",
        "market_cap": "$498.61B",
        "name": "Applied Materials, Inc.",
        "net_margin": "35.47%",
        "pe_ratio": "55.39",
        "revenue_growth_qoq": "12.81%",
        "revenue_growth_yoy": "3.33%",
        "revenue_scale": "$29.02B",
        "roic": "21.26%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/amat/",
        "ticker": "AMAT",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E2294",
      "source_type": "fundamentals",
      "ticker": "AMAT",
      "tier": 2,
      "timestamp": "2026-06-23T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/amat/"
    },
    {
      "claim": "INTC fundamentals snapshot: PE n/a; market cap/assets $695.50B; revenue scale $53.76B; revenue QoQ -0.71%; revenue YoY 1.36%; gross margin 39.38%; net margin -27.46%; ROIC -2.47%; engine score health 33.26 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Intel Corporation designs, develops, manufactures, markets, sells, and services computing and related end products and services in the United States, Ireland, Israel, and internationally. It operates through three segments: CCG, DCAI, and Intel Foundry. The company offers client...",
        "gross_margin": "39.38%",
        "health_score": "33.26",
        "market_cap": "$695.50B",
        "name": "Intel Corporation",
        "net_margin": "-27.46%",
        "pe_ratio": null,
        "revenue_growth_qoq": "-0.71%",
        "revenue_growth_yoy": "1.36%",
        "revenue_scale": "$53.76B",
        "roic": "-2.47%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/intc/",
        "ticker": "INTC",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E2295",
      "source_type": "fundamentals",
      "ticker": "INTC",
      "tier": 2,
      "timestamp": "2026-06-23T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/intc/"
    },
    {
      "claim": "KMX fundamentals snapshot: PE 33.02; market cap/assets $5.28B; revenue scale $26.35B; revenue QoQ +34.8%; revenue YoY 6.19%; gross margin 10.66%; net margin 2.32%; ROIC 0.43%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "CarMax, Inc., through its subsidiaries, operates as a retailer of used vehicles and related products in the United States. The company operates in two segments: CarMax Sales Operations and CarMax Auto Finance. The CarMax Sales Operations segment offers customers a range of makes...",
        "gross_margin": "10.66%",
        "health_score": null,
        "market_cap": "$5.28B",
        "name": "CarMax, Inc.",
        "net_margin": "2.32%",
        "pe_ratio": "33.02",
        "revenue_growth_qoq": "+34.8%",
        "revenue_growth_yoy": "6.19%",
        "revenue_scale": "$26.35B",
        "roic": "0.43%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/kmx/",
        "ticker": "KMX",
        "timestamp": "2026-06-25T13:41:29.610270+00:00",
        "valuation_score": null
      },
      "source_id": "E2296",
      "source_type": "fundamentals",
      "ticker": "KMX",
      "tier": 2,
      "timestamp": "2026-06-25T13:41:29.610270+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/kmx/"
    },
    {
      "claim": "UAL fundamentals snapshot: PE 11.56; market cap/assets $42.37B; revenue scale $60.47B; revenue QoQ -5.12%; revenue YoY 4.73%; gross margin 63.27%; net margin 4.79%; ROIC 6.30%; engine score health 34.41 / valuation 100.00.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "United Airlines Holdings, Inc., through its subsidiaries, provides air transportation services in the United States, Canada, Atlantic, the Pacific, and Latin America. It transports people and cargo through its mainline and regional fleets. The company also offers ground handling...",
        "gross_margin": "63.27%",
        "health_score": "34.41",
        "market_cap": "$42.37B",
        "name": "United Airlines Holdings, Inc.",
        "net_margin": "4.79%",
        "pe_ratio": "11.56",
        "revenue_growth_qoq": "-5.12%",
        "revenue_growth_yoy": "4.73%",
        "revenue_scale": "$60.47B",
        "roic": "6.30%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ual/",
        "ticker": "UAL",
        "timestamp": "2026-06-24T00:00:00+00:00",
        "valuation_score": "100.00"
      },
      "source_id": "E2297",
      "source_type": "fundamentals",
      "ticker": "UAL",
      "tier": 2,
      "timestamp": "2026-06-24T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ual/"
    },
    {
      "claim": "ASTS fundamentals snapshot: PE n/a; market cap/assets $25.46B; revenue scale $84.95M; revenue QoQ -72.9%; revenue YoY 1952.23%; gross margin 20.94%; net margin -1693.80%; ROIC n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "AST SpaceMobile, Inc., together with its subsidiaries, designs and develops the constellation of BlueBird satellites in the United States. The company provides a cellular broadband network in space to be accessible directly by smartphones for commercial use and other application...",
        "gross_margin": "20.94%",
        "health_score": null,
        "market_cap": "$25.46B",
        "name": "AST SpaceMobile, Inc.",
        "net_margin": "-1693.80%",
        "pe_ratio": null,
        "revenue_growth_qoq": "-72.9%",
        "revenue_growth_yoy": "1952.23%",
        "revenue_scale": "$84.95M",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/asts/",
        "ticker": "ASTS",
        "timestamp": "2026-06-25T13:41:30.596645+00:00",
        "valuation_score": null
      },
      "source_id": "E2298",
      "source_type": "fundamentals",
      "ticker": "ASTS",
      "tier": 2,
      "timestamp": "2026-06-25T13:41:30.596645+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/asts/"
    },
    {
      "claim": "NBIS fundamentals snapshot: PE 84.76; market cap/assets $69.81B; revenue scale $877.90M; 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": "Nebius Group N.V., a technology company, engages in building full-stack infrastructure to service the global AI industry in the United States, the United Kingdom, and internationally. It offers Nebius builds full-stack infrastructure for AI, including large-scale GPU clusters, c...",
        "gross_margin": null,
        "health_score": null,
        "market_cap": "$69.81B",
        "name": "Nebius Group N.V.",
        "net_margin": null,
        "pe_ratio": "84.76",
        "revenue_growth_qoq": null,
        "revenue_growth_yoy": null,
        "revenue_scale": "$877.90M",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260624-223122-daily.db#serving_symbol_latest,features_pti,statements_pti+market-cap-sanity-fallback:https://stockanalysis.com/stocks/nbis/+field-fallback:https://stockanalysis.com/stocks/nbis/",
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      "source_id": "E2300",
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    },
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        "gross_margin": null,
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        "ticker": "JEF",
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      "source_id": "E2301",
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    }
  ],
  "generated_at": "2026-06-25T13:41:41.202509+00:00",
  "market_regime": "Risk-on tape with credit support; favor fresh catalysts over extended momentum.",
  "metadata": {
    "activation_score_weights": {
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    "advice_boundary": "attention priority only; no deterministic buy/sell advice",
    "attention_grade_policy": "ranked_activation_score",
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    "quote_refresh_seconds": 600,
    "quotes_provider": "YahooRealtimeQuoteProvider",
    "universe": "eligible_5b",
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}