{
  "cards": [
    {
      "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 4 filing: 4 2026-07-01",
      "evidence_summary": "MU moved -6.1% in the latest session, -5.8% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0695.",
      "facts": [
        {
          "claim": "MU moved -6.1% in the latest session, -5.8% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0020",
          "timestamp": "2026-07-07T00:00:00+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-07-01",
          "source_id": "E0695",
          "timestamp": "2026-07-06T19:06:03+00:00"
        },
        {
          "claim": "Stock Market Today: Tech Futures Sell Off As Samsung Falls On Earnings; Micron, Sandisk Dive (Live Coverage)",
          "source_id": "E0696",
          "timestamp": "2026-07-07T13:02:29+00:00"
        },
        {
          "claim": "BofA Stays Bullish on Micron",
          "source_id": "E0697",
          "timestamp": "2026-07-07T13:17:14+00:00"
        },
        {
          "claim": "Micron Just Locked in a Big Customer With Ford. Why the Stock Is Dropping.",
          "source_id": "E0698",
          "timestamp": "2026-07-07T12:06:00+00:00"
        },
        {
          "claim": "MU fundamentals snapshot: PE 22.03; market cap/assets $1.11T; revenue scale $90.27B; revenue QoQ 73.75%; revenue YoY 166.98%; gross margin 84.56%; net margin 68.13%; ROIC 44.27%; engine score health 72.86 / valuation 85.71.",
          "source_id": "E1778",
          "timestamp": "2026-07-06T00:00:00+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": "72.86",
        "market_cap": "$1.11T",
        "name": "Micron Technology, Inc.",
        "net_margin": "68.13%",
        "pe_ratio": "22.03",
        "revenue_growth_qoq": "73.75%",
        "revenue_growth_yoy": "166.98%",
        "revenue_scale": "$90.27B",
        "roic": "44.27%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mu/",
        "ticker": "MU",
        "timestamp": "2026-07-06T00:00:00+00:00",
        "valuation_score": "85.71"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -5.8% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 984.75 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": "MU",
        "timestamp": "2026-07-07T13:41:44+00:00",
        "price": 928.27,
        "previous_close": 984.75,
        "change": -56.48000000000002,
        "change_pct": -0.057354658542777326,
        "change_5d_pct": -0.189482068791599,
        "change_20d_pct": 0.0743741270449012,
        "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",
        "event_sec",
        "catalyst_regulatory_policy",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 2,
        "price_action": 14,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 60,
        "tradability": 4,
        "tradability_score": 10,
        "volume_confirmation": 6
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0020",
        "E0695",
        "E0696",
        "E0697",
        "E0698",
        "E1778"
      ],
      "stage": "reversal_risk",
      "theme": "regulatory or policy catalyst",
      "ticker": "MU",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "S",
      "business_summary": "业务：Lam Research 主要向晶圆厂销售刻蚀、沉积和清洗等半导体制造设备，并提供备件、升级和服务收入，存储和先进逻辑资本开支是关键需求来源。行业地位：全球核心半导体设备公司之一，在刻蚀和沉积环节地位突出，周期受存储价格、AI 芯片产能和晶圆厂投资计划影响。",
      "core_catalyst": "SEC 4 filing: 4 2026-07-02",
      "evidence_summary": "LRCX moved -7.6% in the latest session, -7.3% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0723.",
      "facts": [
        {
          "claim": "LRCX moved -7.6% in the latest session, -7.3% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0030",
          "timestamp": "2026-07-07T00:00:00+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-07-02",
          "source_id": "E0723",
          "timestamp": "2026-07-06T12:33:28+00:00"
        },
        {
          "claim": "Lam Research Insider Sold Shares Worth $11,700,300, According to a Recent SEC Filing",
          "source_id": "E0724",
          "timestamp": "2026-07-06T16:39:43+00:00"
        },
        {
          "claim": "Goldman Sachs Adjusts Lam Research Price Target to $380 From $290",
          "source_id": "E0725",
          "timestamp": "2026-07-06T13:57:40+00:00"
        },
        {
          "claim": "Susquehanna Lifts PT on Lam Research (LRCX) – Here’s Why",
          "source_id": "E0726",
          "timestamp": "2026-07-06T16:37:04+00:00"
        },
        {
          "claim": "Is Lam Research (LRCX) One of the Best Stocks on the Rise to Invest In?",
          "source_id": "E0727",
          "timestamp": "2026-07-06T16:34:30+00:00"
        },
        {
          "claim": "LRCX fundamentals snapshot: PE 65.28; market cap/assets $437.94B; revenue scale $21.68B; revenue QoQ 9.29%; revenue YoY 26.53%; gross margin 49.83%; net margin 31.25%; ROIC 35.72%; engine score health 71.54 / valuation 35.71.",
          "source_id": "E1779",
          "timestamp": "2026-07-06T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": "49.83%",
        "health_score": "71.54",
        "market_cap": "$437.94B",
        "name": "Lam Research Corporation",
        "net_margin": "31.25%",
        "pe_ratio": "65.28",
        "revenue_growth_qoq": "9.29%",
        "revenue_growth_yoy": "26.53%",
        "revenue_scale": "$21.68B",
        "roic": "35.72%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "LRCX",
        "timestamp": "2026-07-06T00:00:00+00:00",
        "valuation_score": "35.71"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -7.3% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 350.20 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": "LRCX",
        "timestamp": "2026-07-07T13:41:42+00:00",
        "price": 324.815,
        "previous_close": 350.2,
        "change": -25.38499999999999,
        "change_pct": -0.07248715019988572,
        "change_5d_pct": -0.20952277358743776,
        "change_20d_pct": 0.07100699455084936,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/LRCX?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_sec",
        "catalyst_regulatory_policy",
        "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": 3,
        "expectation_gap": 2,
        "price_action": 17,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 57,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0030",
        "E0723",
        "E0724",
        "E0725",
        "E0726",
        "E0727",
        "E1779"
      ],
      "stage": "reversal_risk",
      "theme": "regulatory or policy catalyst",
      "ticker": "LRCX",
      "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：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": "Stock Market Today: Tech Futures Sell Off As Samsung Falls On Earnings; Micron, Sandisk Dive (Live Coverage)",
      "evidence_summary": "SNDK moved -7.7% in the latest session, -7.4% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0794.",
      "facts": [
        {
          "claim": "SNDK moved -7.7% in the latest session, -7.4% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0051",
          "timestamp": "2026-07-07T00:00:00+00:00"
        },
        {
          "claim": "Stock Market Today: Tech Futures Sell Off As Samsung Falls On Earnings; Micron, Sandisk Dive (Live Coverage)",
          "source_id": "E0794",
          "timestamp": "2026-07-07T13:02:29+00:00"
        },
        {
          "claim": "Sandisk Stock Is Up Nearly 635% in 2026. Can It Still Go Higher?",
          "source_id": "E0795",
          "timestamp": "2026-07-07T11:35:00+00:00"
        },
        {
          "claim": "Social Buzz: Wallstreetbets Stocks Mostly Lower Pre-Bell Tuesday; Sandisk, Micron Technology to Decline",
          "source_id": "E0796",
          "timestamp": "2026-07-07T10:35:23+00:00"
        },
        {
          "claim": "MU, SNDK, WDC Stocks Fall Premarket: Samsung, SK Hynix Briefly Drag South Korea's Kospi Into Brief Bear Market",
          "source_id": "E0797",
          "timestamp": "2026-07-07T09:25:57+00:00"
        },
        {
          "claim": "SNDK fundamentals snapshot: PE 57.28; market cap/assets $258.18B; 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 73.75 / valuation 37.50.",
          "source_id": "E1780",
          "timestamp": "2026-07-06T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": "78.35%",
        "health_score": "73.75",
        "market_cap": "$258.18B",
        "name": "Sandisk Corporation",
        "net_margin": "60.76%",
        "pe_ratio": "57.28",
        "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/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "SNDK",
        "timestamp": "2026-07-06T00:00:00+00:00",
        "valuation_score": "37.50"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -7.4% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 1744.43 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": "SNDK",
        "timestamp": "2026-07-07T13:41:44+00:00",
        "price": 1608.443,
        "previous_close": 1744.43,
        "change": -135.98700000000008,
        "change_pct": -0.07795497669725937,
        "change_5d_pct": -0.21554285561875675,
        "change_20d_pct": 0.03150287009913688,
        "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",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 24,
        "catalyst_strength": 4,
        "crowding_risk": 3,
        "expectation_gap": 2,
        "price_action": 17,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 56,
        "tradability": 4,
        "tradability_score": 9,
        "volume_confirmation": 6
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0051",
        "E0794",
        "E0795",
        "E0796",
        "E0797",
        "E1780"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "SNDK",
      "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：Rivian Automotive主要研发、制造和销售电动皮卡、SUV及商用电动车，并提供相关软件和服务。行业地位：Rivian Automotive是汽车制造赛道的重要参与者，可比/竞争公司包括General Motors、Ferrari、Honda Motor、Stellantis。关键变量主要是销量、车型周期、价格竞争、电池成本、监管排放、软件能力和产能利用率。",
      "core_catalyst": "Rivian stock drops as company launches $1.5 billion share sale",
      "evidence_summary": "RIVN moved -13.2% in the latest session, -12.9% relative to benchmark, with volume at 0.4x its 20-day average. Reliable catalyst source: E1499.",
      "facts": [
        {
          "claim": "RIVN moved -13.2% in the latest session, -12.9% relative to benchmark, with volume at 0.4x its 20-day average.",
          "source_id": "E0394",
          "timestamp": "2026-07-07T00:00:00+00:00"
        },
        {
          "claim": "Rivian stock drops as company launches $1.5 billion share sale",
          "source_id": "E1499",
          "timestamp": "2026-07-07T13:24:24+00:00"
        },
        {
          "claim": "Rivian stock down on 75M share sale, pre-announces Q2 revenue",
          "source_id": "E1500",
          "timestamp": "2026-07-07T13:16:46+00:00"
        },
        {
          "claim": "Rivian Shares Drop After News Of 75 Million Share Public Offering",
          "source_id": "E1501",
          "timestamp": "2026-07-07T12:30:27+00:00"
        },
        {
          "claim": "Rivian Needs Cash to Grow. Its Solution Is Tanking the Stock.",
          "source_id": "E1502",
          "timestamp": "2026-07-07T12:24:00+00:00"
        },
        {
          "claim": "RIVN fundamentals snapshot: PE n/a; market cap/assets $18.06B; revenue scale $5.53B; revenue QoQ +7.4%; revenue YoY 11.37%; gross margin 8.62%; net margin -30.12%; ROIC -21.60%.",
          "source_id": "E1781",
          "timestamp": "2026-07-07T13:41:22.185160+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Rivian Automotive, Inc., together with its subsidiaries, develops, manufactures, and sells category-defining electric vehicles. It operates through two segments, Automotive, and Software and Services. The company offers consumer vehicles, including a two-row, five-passenger pick...",
        "gross_margin": "8.62%",
        "health_score": null,
        "market_cap": "$18.06B",
        "name": "Rivian Automotive, Inc.",
        "net_margin": "-30.12%",
        "pe_ratio": null,
        "revenue_growth_qoq": "+7.4%",
        "revenue_growth_yoy": "11.37%",
        "revenue_scale": "$5.53B",
        "roic": "-21.60%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/rivn/",
        "ticker": "RIVN",
        "timestamp": "2026-07-07T13:41:22.185160+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -12.9% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 20.14 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "RIVN",
        "timestamp": "2026-07-07T13:41:43+00:00",
        "price": 17.895,
        "previous_close": 20.14,
        "change": -2.245000000000001,
        "change_pct": -0.11146971201588884,
        "change_5d_pct": 0.06454494756266138,
        "change_20d_pct": 0.09449538730783758,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/RIVN?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_new_product",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 4,
        "price_action": 19,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 55,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0394",
        "E1499",
        "E1500",
        "E1501",
        "E1502",
        "E1781"
      ],
      "stage": "reversal_risk",
      "theme": "new product catalyst",
      "ticker": "RIVN",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "S",
      "business_summary": "业务：KLA 做半导体过程控制和检测设备，产品用于晶圆制造中的缺陷检测、量测、良率管理和工艺控制。行业地位：全球半导体检测量测设备龙头，受先进制程、存储周期和晶圆厂资本开支影响明显。",
      "core_catalyst": "SEC 4 filing: 4 2026-07-02",
      "evidence_summary": "KLAC moved -6.3% in the latest session, -6.0% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0771.",
      "facts": [
        {
          "claim": "KLAC moved -6.3% in the latest session, -6.0% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0045",
          "timestamp": "2026-07-07T00:00:00+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-07-02",
          "source_id": "E0771",
          "timestamp": "2026-07-06T16:05:08+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-07-02",
          "source_id": "E0772",
          "timestamp": "2026-07-06T16:05:03+00:00"
        },
        {
          "claim": "Goldman Sachs Adjusts KLA Price Target to $230 From $155",
          "source_id": "E0773",
          "timestamp": "2026-07-06T13:56:49+00:00"
        },
        {
          "claim": "Morgan Stanley Adjusts Price Target on KLA to $274 From $190",
          "source_id": "E0774",
          "timestamp": "2026-07-06T10:50:46+00:00"
        },
        {
          "claim": "KLA Stock Is Making A Very Loud Promise",
          "source_id": "E0775",
          "timestamp": "2026-07-07T12:04:28+00:00"
        },
        {
          "claim": "Is KLA Corporation (KLAC) One of the Best Stocks on the Rise to Invest In?",
          "source_id": "E0776",
          "timestamp": "2026-07-06T16:35:34+00:00"
        },
        {
          "claim": "KLAC fundamentals snapshot: PE 6.53; market cap/assets $30.48B; revenue scale $13.10B; revenue QoQ 3.58%; revenue YoY 13.41%; gross margin 61.12%; net margin 35.17%; ROIC 32.35%; engine score health 70.05 / valuation 100.00.",
          "source_id": "E1782",
          "timestamp": "2026-07-06T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "KLA Corporation, together with its subsidiaries, designs, manufactures, and markets process control, process-enabling, and yield management solutions for the semiconductor and related electronics industries worldwide. The company operates through three segments: Semiconductor Pr...",
        "gross_margin": "61.12%",
        "health_score": "70.05",
        "market_cap": "$30.48B",
        "name": "KLA Corporation",
        "net_margin": "35.17%",
        "pe_ratio": "6.53",
        "revenue_growth_qoq": "3.58%",
        "revenue_growth_yoy": "13.41%",
        "revenue_scale": "$13.10B",
        "roic": "32.35%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/klac/",
        "ticker": "KLAC",
        "timestamp": "2026-07-06T00:00:00+00:00",
        "valuation_score": "100.00"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -6.0% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 233.31 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": "KLAC",
        "timestamp": "2026-07-07T13:41:45+00:00",
        "price": 219.105,
        "previous_close": 233.31,
        "change": -14.205000000000013,
        "change_pct": -0.06088465989456093,
        "change_5d_pct": -0.2129566849705622,
        "change_20d_pct": 0.1357298469810464,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/KLAC?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_sec",
        "catalyst_regulatory_policy",
        "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": 3,
        "expectation_gap": 2,
        "price_action": 15,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 55,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0045",
        "E0771",
        "E0772",
        "E0773",
        "E0774",
        "E0775",
        "E0776",
        "E1782"
      ],
      "stage": "reversal_risk",
      "theme": "regulatory or policy catalyst",
      "ticker": "KLAC",
      "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：Astera Labs 面向超大规模云厂商、服务器厂商和 AI 系统平台销售用于数据中心互连的半导体与软件。收入来自 AI 服务器和机架里的连接芯片上量，包括 PCIe/CXL 重定时器、交换与扩展连接器件，以及配套的 COSMOS 管理软件。关键产品围绕高速信号完整性、内存与加速器互连、机架级资源扩展和链路可观测性，核心价值是让 GPU、CPU、内存和网络设备在大规模 AI 集群里更稳定地协同工作。行业地位：这家公司卡位在 AI 基础设施里较窄但很关键的互连层，优势是围绕开放标准的产品组合完整、与平台代际切换绑定紧密、单机架内容价值高。对手包括 Broadcom、Marvell、Credo、Rambus 等连接芯片厂商，关键经营变量是 AI 服务器放量节奏、平台设计赢单、产品代际切换、客户集中度和良率。",
      "core_catalyst": "Astera Labs Insider Sold Shares Worth $16,792,742, According to a Recent SEC Filing",
      "evidence_summary": "ALAB moved -7.3% in the latest session, -7.0% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1266.",
      "facts": [
        {
          "claim": "ALAB moved -7.3% in the latest session, -7.0% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0255",
          "timestamp": "2026-07-07T00:00:00+00:00"
        },
        {
          "claim": "Astera Labs Insider Sold Shares Worth $16,792,742, According to a Recent SEC Filing",
          "source_id": "E1266",
          "timestamp": "2026-07-07T08:05:07+00:00"
        },
        {
          "claim": "Astera Labs Insider Sold Shares Worth $60,543,455, According to a Recent SEC Filing",
          "source_id": "E1267",
          "timestamp": "2026-07-07T07:44:46+00:00"
        },
        {
          "claim": "Astera Labs Insider Sold Shares Worth $3,892,091, According to a Recent SEC Filing",
          "source_id": "E1268",
          "timestamp": "2026-07-07T07:42:32+00:00"
        },
        {
          "claim": "Astera Labs (ALAB) Stock Looks Rich On Book Value But Strong On Returns",
          "source_id": "E1269",
          "timestamp": "2026-07-06T16:10:33+00:00"
        },
        {
          "claim": "ALAB fundamentals snapshot: PE 270.78; market cap/assets $36.71B; revenue scale $1.00B; revenue QoQ +14.0%; revenue YoY 93.40%; gross margin 76.26%; net margin 26.04%; ROIC 27.93%.",
          "source_id": "E1783",
          "timestamp": "2026-07-07T13:41:22.184226+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Astera Labs, Inc. designs, manufactures, and sells semiconductor-based connectivity solutions for cloud and AI infrastructure in Taiwan and the United States. It offers an intelligent connectivity platform, comprised of semiconductor-based, high-speed, mixed-signal connectivity...",
        "gross_margin": "76.26%",
        "health_score": null,
        "market_cap": "$36.71B",
        "name": "Astera Labs, Inc. Common Stock",
        "net_margin": "26.04%",
        "pe_ratio": "270.78",
        "revenue_growth_qoq": "+14.0%",
        "revenue_growth_yoy": "93.40%",
        "revenue_scale": "$1.00B",
        "roic": "27.93%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/alab/",
        "ticker": "ALAB",
        "timestamp": "2026-07-07T13:41:22.184226+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -7.0% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 432.74 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": "ALAB",
        "timestamp": "2026-07-07T13:41:42+00:00",
        "price": 406.55,
        "previous_close": 432.74,
        "change": -26.189999999999998,
        "change_pct": -0.06052132920460318,
        "change_5d_pct": -0.10836475212967467,
        "change_20d_pct": 0.282249426387724,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/ALAB?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",
        "catalyst_regulatory_policy",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 3,
        "price_action": 16,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 51,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0255",
        "E1266",
        "E1267",
        "E1268",
        "E1269",
        "E1783"
      ],
      "stage": "reversal_risk",
      "theme": "regulatory or policy catalyst",
      "ticker": "ALAB",
      "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：Teradyne主要经营半导体自动测试设备、机器人和工业自动化解决方案。行业地位：Teradyne是半导体赛道的核心公司，可比/竞争公司包括Marvell Technology、Monolithic Power Systems、NXP Semiconductors、STMicroelectronics。关键变量主要是AI和数据中心需求、汽车与工业周期、晶圆产能、库存去化、制程升级和出口管制。",
      "core_catalyst": "AMD, TER Stocks Jump After Goldman Sachs Lifts Price Targets",
      "evidence_summary": "TER moved -7.0% in the latest session, -6.8% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1128.",
      "facts": [
        {
          "claim": "TER moved -7.0% in the latest session, -6.8% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0192",
          "timestamp": "2026-07-07T00:00:00+00:00"
        },
        {
          "claim": "AMD, TER Stocks Jump After Goldman Sachs Lifts Price Targets",
          "source_id": "E1128",
          "timestamp": "2026-07-06T20:39:25+00:00"
        },
        {
          "claim": "Why Teradyne (TER) is Poised to Beat Earnings Estimates Again",
          "source_id": "E1129",
          "timestamp": "2026-07-06T16:10:04+00:00"
        },
        {
          "claim": "Goldman Sachs Adjusts Price Target on Teradyne to $465 From $350",
          "source_id": "E1130",
          "timestamp": "2026-07-06T11:24:43+00:00"
        },
        {
          "claim": "Seagate, Semtech, and Teradyne Stocks Trade Up, What You Need To Know",
          "source_id": "E1131",
          "timestamp": "2026-07-06T21:48:01+00:00"
        },
        {
          "claim": "TER fundamentals snapshot: PE 69.56; market cap/assets $59.41B; revenue scale $3.79B; revenue QoQ 18.38%; revenue YoY 30.32%; gross margin 60.89%; net margin 31.10%; ROIC 22.99%; engine score health 57.42 / valuation 28.57.",
          "source_id": "E1784",
          "timestamp": "2026-07-06T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Teradyne, Inc. engages in the design, development, manufacture, and sale of automated test systems and robotics products in the United States, Asia Pacific, Europe, the Middle East, and Africa. The company operates through Semiconductor Test, Robotics, and Other segments. The Se...",
        "gross_margin": "60.89%",
        "health_score": "57.42",
        "market_cap": "$59.41B",
        "name": "Teradyne, Inc.",
        "net_margin": "31.10%",
        "pe_ratio": "69.56",
        "revenue_growth_qoq": "18.38%",
        "revenue_growth_yoy": "30.32%",
        "revenue_scale": "$3.79B",
        "roic": "22.99%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ter/",
        "ticker": "TER",
        "timestamp": "2026-07-06T00:00:00+00:00",
        "valuation_score": "28.57"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -6.8% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 379.52 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "TER",
        "timestamp": "2026-07-07T13:41:44+00:00",
        "price": 354.81,
        "previous_close": 379.52,
        "change": -24.70999999999998,
        "change_pct": -0.06510855817875205,
        "change_5d_pct": -0.2340191132634295,
        "change_20d_pct": -0.00871676791446585,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/TER?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_analyst",
        "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": 2,
        "expectation_gap": 2,
        "price_action": 16,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 51,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0192",
        "E1128",
        "E1129",
        "E1130",
        "E1131",
        "E1784"
      ],
      "stage": "late",
      "theme": "earnings reaction",
      "ticker": "TER",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Review Hedge",
      "action_type": "macro",
      "attention_grade": "A",
      "business_summary": "业务：Marvell Technology主要经营数据中心、网络、存储和定制芯片，收入受AI基础设施需求驱动。行业地位：Marvell Technology是半导体赛道的超核心公司，可比/竞争公司包括Monolithic Power Systems、NXP Semiconductors、Teradyne、STMicroelectronics。关键变量主要是AI和数据中心需求、汽车与工业周期、晶圆产能、库存去化、制程升级和出口管制。",
      "core_catalyst": "Marvell Technology Poised to Sustain 40%+ Growth for Next 3 Years on Strong AI Demand, RBC Says",
      "evidence_summary": "MRVL moved -6.1% in the latest session, -5.9% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0864.",
      "facts": [
        {
          "claim": "MRVL moved -6.1% in the latest session, -5.9% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0076",
          "timestamp": "2026-07-07T00:00:00+00:00"
        },
        {
          "claim": "Marvell Technology Poised to Sustain 40%+ Growth for Next 3 Years on Strong AI Demand, RBC Says",
          "source_id": "E0864",
          "timestamp": "2026-07-07T12:44:50+00:00"
        },
        {
          "claim": "The Nuclear Company Appoints Technology Public Company Veteran Brad Buss as Independent Director",
          "source_id": "E0865",
          "timestamp": "2026-07-07T13:30:00+00:00"
        },
        {
          "claim": "What A Real Crash Looks Like For Marvell Stock",
          "source_id": "E0866",
          "timestamp": "2026-07-07T11:45:43+00:00"
        },
        {
          "claim": "Credo Technology Group vs. Marvell Technology: Which Technology Stock Is a Better Buy in 2026?",
          "source_id": "E0867",
          "timestamp": "2026-07-07T11:43:32+00:00"
        },
        {
          "claim": "MRVL fundamentals snapshot: PE 86.30; market cap/assets $218.06B; revenue scale $8.72B; revenue QoQ 8.97%; revenue YoY 34.07%; gross margin 52.15%; net margin 1.43%; ROIC 5.20%; engine score health 45.93 / valuation 14.29.",
          "source_id": "E1785",
          "timestamp": "2026-07-06T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Marvell Technology, Inc., together with its subsidiaries, provides data infrastructure semiconductor solutions and spanning the data center core to network edge in the United States, Argentina, China, India, Israel, Japan, Singapore, South Korea, Taiwan, Vietnam, and internation...",
        "gross_margin": "52.15%",
        "health_score": "45.93",
        "market_cap": "$218.06B",
        "name": "Marvell Technology, Inc.",
        "net_margin": "1.43%",
        "pe_ratio": "86.30",
        "revenue_growth_qoq": "8.97%",
        "revenue_growth_yoy": "34.07%",
        "revenue_scale": "$8.72B",
        "roic": "5.20%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mrvl/",
        "ticker": "MRVL",
        "timestamp": "2026-07-06T00:00:00+00:00",
        "valuation_score": "14.29"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -5.9% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 249.27 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": "MRVL",
        "timestamp": "2026-07-07T13:41:44+00:00",
        "price": 235.637,
        "previous_close": 249.27,
        "change": -13.63300000000001,
        "change_pct": -0.0546916997633089,
        "change_5d_pct": -0.1516219621962196,
        "change_20d_pct": -0.10564011497228487,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/MRVL?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "breakdown_20d",
        "event_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": 3,
        "price_action": 18,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 50,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0076",
        "E0864",
        "E0865",
        "E0866",
        "E0867",
        "E1785"
      ],
      "stage": "reversal_risk",
      "theme": "supply-demand mismatch",
      "ticker": "MRVL",
      "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：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": "Meta Platforms Just Gave a Massive Warning to CoreWeave and Nebius. Is It Time to Sell These AI Infrastructure Stocks?",
      "evidence_summary": "NBIS moved -4.4% in the latest session, -4.2% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1217.",
      "facts": [
        {
          "claim": "NBIS moved -4.4% in the latest session, -4.2% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0228",
          "timestamp": "2026-07-07T00:00:00+00:00"
        },
        {
          "claim": "Meta Platforms Just Gave a Massive Warning to CoreWeave and Nebius. Is It Time to Sell These AI Infrastructure Stocks?",
          "source_id": "E1217",
          "timestamp": "2026-07-07T11:18:00+00:00"
        },
        {
          "claim": "Nebius Group N.v. Insider Sold Shares Worth $7,974,927, According to a Recent SEC Filing",
          "source_id": "E1218",
          "timestamp": "2026-07-06T14:21:25+00:00"
        },
        {
          "claim": "NBIS Stock Down About 30% From Peak Amid Meta AI Cloud Threat — But Retail Still Believes In Neocloud Opportunity",
          "source_id": "E1219",
          "timestamp": "2026-07-07T07:54:24+00:00"
        },
        {
          "claim": "Nebius Stock Jumps 124% in 6 Months: Time to Buy, Hold or Sell?",
          "source_id": "E1220",
          "timestamp": "2026-07-06T14:28:00+00:00"
        },
        {
          "claim": "NBIS fundamentals snapshot: PE 64.30; market cap/assets $42.22B; revenue scale $877.90M; revenue QoQ +75.2%; revenue YoY 683.89%; gross margin 73.98%; net margin 155.69%; ROIC -1.95%.",
          "source_id": "E1786",
          "timestamp": "2026-07-07T13:41:26.682934+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": "73.98%",
        "health_score": null,
        "market_cap": "$42.22B",
        "name": "Nebius Group N.V.",
        "net_margin": "155.69%",
        "pe_ratio": "64.30",
        "revenue_growth_qoq": "+75.2%",
        "revenue_growth_yoy": "683.89%",
        "revenue_scale": "$877.90M",
        "roic": "-1.95%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/nbis/",
        "ticker": "NBIS",
        "timestamp": "2026-07-07T13:41:26.682934+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 213.02 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": "NBIS",
        "timestamp": "2026-07-07T13:41:44+00:00",
        "price": 205.01,
        "previous_close": 213.02,
        "change": -8.01000000000002,
        "change_pct": -0.037602103088911876,
        "change_5d_pct": -0.21497221982987047,
        "change_20d_pct": -0.10008339319142256,
        "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",
        "large_5d_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": 3,
        "expectation_gap": 2,
        "price_action": 10,
        "price_confirmation": 4,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 50,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0228",
        "E1217",
        "E1218",
        "E1219",
        "E1220",
        "E1786"
      ],
      "stage": "late",
      "theme": "geopolitical risk",
      "ticker": "NBIS",
      "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：DoorDash主要经营本地即时配送平台，覆盖餐饮、杂货、便利店和商户配送服务，收入来自佣金、服务费和广告。行业地位：DoorDash是互联网内容与平台赛道的核心公司，可比/竞争公司包括Spotify Technology、Nebius Group、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": "DoorDash (DASH) Stock Looks Strong On Returns But Rich On Earnings",
      "evidence_summary": "DASH moved +4.5% in the latest session, +4.8% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1051.",
      "facts": [
        {
          "claim": "DASH moved +4.5% in the latest session, +4.8% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0152",
          "timestamp": "2026-07-07T00:00:00+00:00"
        },
        {
          "claim": "DoorDash (DASH) Stock Looks Strong On Returns But Rich On Earnings",
          "source_id": "E1051",
          "timestamp": "2026-07-06T19:12:17+00:00"
        },
        {
          "claim": "DoorDash to Announce Second Quarter 2026 Results on August 5, 2026",
          "source_id": "E1052",
          "timestamp": "2026-07-06T13:00:00+00:00"
        },
        {
          "claim": "Wells Fargo Adjusts Price Target on DoorDash to $199 From $200",
          "source_id": "E1053",
          "timestamp": "2026-07-06T11:29:58+00:00"
        },
        {
          "claim": "DoorDash (DASH) Pushes Into Auto Parts As Its Valuation Case Gets A Fresh Look",
          "source_id": "E1054",
          "timestamp": "2026-07-07T05:28:19+00:00"
        },
        {
          "claim": "DASH fundamentals snapshot: PE 89.83; market cap/assets $85.74B; revenue scale $14.72B; revenue QoQ 2.05%; revenue YoY 30.96%; gross margin 50.64%; net margin 4.53%; ROIC 3.65%; engine score health 72.00 / valuation n/a.",
          "source_id": "E1787",
          "timestamp": "2026-05-21T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "DoorDash, Inc., together with its subsidiaries, operates a commerce platform that connects merchants, consumers, and dashers in the United States and internationally. The company operates DoorDash Marketplace, Wolt Marketplace, and Deliveroo Marketplace, which provide various se...",
        "gross_margin": "50.64%",
        "health_score": "72.00",
        "market_cap": "$85.74B",
        "name": "DoorDash, Inc.",
        "net_margin": "4.53%",
        "pe_ratio": "89.83",
        "revenue_growth_qoq": "2.05%",
        "revenue_growth_yoy": "30.96%",
        "revenue_scale": "$14.72B",
        "roic": "3.65%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/dash/",
        "ticker": "DASH",
        "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": "Attention thesis weakens if price closes below 188.46 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": "DASH",
        "timestamp": "2026-07-07T13:41:22+00:00",
        "price": 196.81,
        "previous_close": 188.46,
        "change": 8.349999999999994,
        "change_pct": 0.044306484134564394,
        "change_5d_pct": 0.06487388919289416,
        "change_20d_pct": 0.2551657918975636,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/DASH?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "breakout_20d",
        "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": 0,
        "expectation_gap": 4,
        "price_action": 14,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 49,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0152",
        "E1051",
        "E1052",
        "E1053",
        "E1054",
        "E1787"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "DASH",
      "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：Shopify主要提供商家建站、支付、履约、营销和电商运营平台，服务独立商户和品牌。行业地位：Shopify是应用软件赛道的超核心公司，可比/竞争公司包括ServiceNow、Strategy、Datadog、Snowflake。关键变量主要是订阅留存、净收入扩张、AI功能变现、销售效率、云成本、竞争和估值倍数。",
      "core_catalyst": "Shopify shares climb as BofA lifts rating to Buy on agentic commerce shift",
      "evidence_summary": "SHOP moved +4.3% in the latest session, +4.6% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0873.",
      "facts": [
        {
          "claim": "SHOP moved +4.3% in the latest session, +4.6% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0080",
          "timestamp": "2026-07-07T00:00:00+00:00"
        },
        {
          "claim": "Shopify shares climb as BofA lifts rating to Buy on agentic commerce shift",
          "source_id": "E0873",
          "timestamp": "2026-07-07T13:05:16+00:00"
        },
        {
          "claim": "Does Shopify’s (SHOP) Board Shuffle Reframe the Story Around Cash Strength and Billings Momentum?",
          "source_id": "E0874",
          "timestamp": "2026-07-07T12:14:28+00:00"
        },
        {
          "claim": "Here Are Tuesday’s Best Wall Street Analyst Research Calls: Adobe, American Airlines, Broadcom, First Solar, Meta Platforms, Shopify, Space-X, Ventas, Waste Managment, and More",
          "source_id": "E0875",
          "timestamp": "2026-07-07T12:00:18+00:00"
        },
        {
          "claim": "Payfuture Launches Local Payments Integration for Merchants on Shopify in India",
          "source_id": "E0876",
          "timestamp": "2026-07-07T11:00:00+00:00"
        },
        {
          "claim": "SHOP fundamentals snapshot: PE 118.35; market cap/assets $163.66B; revenue scale $12.37B; revenue QoQ -13.67%; revenue YoY 31.85%; gross margin 48.77%; net margin -18.33%; ROIC 11.63%; engine score health 74.00 / valuation n/a.",
          "source_id": "E1788",
          "timestamp": "2026-07-06T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Shopify Inc., a commerce technology company, provides tools to start, scale, market, and run a business of various sizes in Canada, the United States, Europe, the Middle East, Africa, the Asia Pacific, and Latin America. The Company offers Shopify platform that enables merchants...",
        "gross_margin": "48.77%",
        "health_score": "74.00",
        "market_cap": "$163.66B",
        "name": "Shopify Inc.",
        "net_margin": "-18.33%",
        "pe_ratio": "118.35",
        "revenue_growth_qoq": "-13.67%",
        "revenue_growth_yoy": "31.85%",
        "revenue_scale": "$12.37B",
        "roic": "11.63%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/shop/",
        "ticker": "SHOP",
        "timestamp": "2026-07-06T00:00:00+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": "Attention thesis weakens if price closes below 120.14 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": "SHOP",
        "timestamp": "2026-07-07T13:41:42+00:00",
        "price": 125.266,
        "previous_close": 120.14,
        "change": 5.126000000000005,
        "change_pct": 0.04266688862993173,
        "change_5d_pct": 0.09680414153011285,
        "change_20d_pct": 0.1435639853298878,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/SHOP?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "breakout_20d",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_new_product"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 3,
        "price_action": 13,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 49,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0080",
        "E0873",
        "E0874",
        "E0875",
        "E0876",
        "E1788"
      ],
      "stage": "expanding",
      "theme": "new product catalyst",
      "ticker": "SHOP",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Research Now",
      "action_type": "news",
      "attention_grade": "A",
      "business_summary": "业务：礼来研发和销售 Mounjaro、Zepbound、Trulicity、Jardiance、Humalog、Verzenio、Taltz、Olumiant、Emgality、Kisunla 等药物，覆盖代谢病、肥胖、糖尿病、肿瘤、免疫、神经科学和罕见病。收入来自处方药销售、渠道供货、医保和商业保险支付，关键资产包括 GLP-1/GIP 药物管线、生产灌装产能、临床数据、专利组合和医生处方网络。行业地位：礼来在全球代谢病和肥胖药物市场处于领先位置，GLP-1/GIP 需求是公司最重要的经营变量。关键变量包括 Mounjaro 和 Zepbound 产能扩张、支付方报销、竞争药物疗效和给药便利性、监管安全信号、专利保护、适应症扩展、管线临床结果和药价政策。",
      "core_catalyst": "JPMorgan Adjusts Price Target on Eli Lilly to $1,400 From $1,300",
      "evidence_summary": "LLY moved +2.5% in the latest session, +2.8% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0687.",
      "facts": [
        {
          "claim": "LLY moved +2.5% in the latest session, +2.8% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0018",
          "timestamp": "2026-07-07T00:00:00+00:00"
        },
        {
          "claim": "JPMorgan Adjusts Price Target on Eli Lilly to $1,400 From $1,300",
          "source_id": "E0687",
          "timestamp": "2026-07-07T10:34:18+00:00"
        },
        {
          "claim": "The Zacks Analyst Blog Highlights Eli Lilly, HSBC, Palantir and CBL & Associates",
          "source_id": "E0688",
          "timestamp": "2026-07-07T10:23:00+00:00"
        },
        {
          "claim": "Is It Too Late to Buy Eli Lilly Stock? Here's What $1,000 Invested Today Could Be Worth in 10 Years.",
          "source_id": "E0689",
          "timestamp": "2026-07-07T12:30:00+00:00"
        },
        {
          "claim": "Can anyone catch up to Eli Lilly?",
          "source_id": "E0690",
          "timestamp": "2026-07-07T08:42:51+00:00"
        },
        {
          "claim": "LLY fundamentals snapshot: PE 45.23; market cap/assets $1.14T; revenue scale $72.25B; revenue QoQ 2.63%; revenue YoY 47.44%; gross margin 81.93%; net margin 37.36%; ROIC 28.43%; engine score health 78.33 / valuation 16.67.",
          "source_id": "E1789",
          "timestamp": "2026-07-02T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Eli Lilly and Company discovers, develops, manufactures, and markets human pharmaceutical products in the United States, Europe, China, Japan, and internationally. The company offers cardiometabolic health products, including Basaglar, Humalog, Humalog Mix 75/25, Humalog U-100,...",
        "gross_margin": "81.93%",
        "health_score": "78.33",
        "market_cap": "$1.14T",
        "name": "Eli Lilly and Company",
        "net_margin": "37.36%",
        "pe_ratio": "45.23",
        "revenue_growth_qoq": "2.63%",
        "revenue_growth_yoy": "47.44%",
        "revenue_scale": "$72.25B",
        "roic": "28.43%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/lly/",
        "ticker": "LLY",
        "timestamp": "2026-07-02T00:00:00+00:00",
        "valuation_score": "16.67"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +2.8% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 1200.06 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "LLY",
        "timestamp": "2026-07-07T13:41:44+00:00",
        "price": 1229.73,
        "previous_close": 1202.56,
        "change": 27.170000000000073,
        "change_pct": 0.022593467269824474,
        "change_5d_pct": -0.00016265454310504524,
        "change_20d_pct": 0.08689076756310254,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/LLY?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "benchmark_relative_move",
        "near_local_high",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 9,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 49,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0018",
        "E0687",
        "E0688",
        "E0689",
        "E0690",
        "E1789"
      ],
      "stage": "expanding",
      "theme": "catalyst attention signal",
      "ticker": "LLY",
      "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：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": "Caterpillar expands mining technology capabilities with Skycatch acquisition",
      "evidence_summary": "CAT moved -4.6% in the latest session, -4.3% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0712.",
      "facts": [
        {
          "claim": "CAT moved -4.6% in the latest session, -4.3% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0026",
          "timestamp": "2026-07-07T00:00:00+00:00"
        },
        {
          "claim": "Caterpillar expands mining technology capabilities with Skycatch acquisition",
          "source_id": "E0712",
          "timestamp": "2026-07-07T13:15:00+00:00"
        },
        {
          "claim": "Why Caterpillar (CAT) is Poised to Beat Earnings Estimates Again",
          "source_id": "E0713",
          "timestamp": "2026-07-06T16:10:03+00:00"
        },
        {
          "claim": "Truist Remains Bullish on Caterpillar Inc. (CAT)",
          "source_id": "E0714",
          "timestamp": "2026-07-06T16:35:00+00:00"
        },
        {
          "claim": "If You Invested $1000 in Caterpillar 10 Years Ago, This Is How Much You'd Have Now",
          "source_id": "E0715",
          "timestamp": "2026-07-06T12:30:01+00:00"
        },
        {
          "claim": "CAT fundamentals snapshot: PE 47.43; market cap/assets $446.75B; 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 48.52 / valuation 11.43.",
          "source_id": "E1790",
          "timestamp": "2026-07-06T00:00:00+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": "48.52",
        "market_cap": "$446.75B",
        "name": "Caterpillar Inc.",
        "net_margin": "14.64%",
        "pe_ratio": "47.43",
        "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/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/cat/",
        "ticker": "CAT",
        "timestamp": "2026-07-06T00:00:00+00:00",
        "valuation_score": "11.43"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -4.3% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 969.92 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading downside repricing with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "CAT",
        "timestamp": "2026-07-07T13:41:41+00:00",
        "price": 927.02,
        "previous_close": 969.8,
        "change": -42.77999999999997,
        "change_pct": -0.04411218808001649,
        "change_5d_pct": -0.102759364131773,
        "change_20d_pct": 0.02514704512584065,
        "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",
        "event_news",
        "catalyst_mna",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 3,
        "price_action": 8,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 48,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0026",
        "E0712",
        "E0713",
        "E0714",
        "E0715",
        "E1790"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "CAT",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Avoid Chase",
      "action_type": "news",
      "attention_grade": "A",
      "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": "Applied Materials (AMAT) Unveils AI-Powered SENZ Platform to Accelerate Smart Glasses Development",
      "evidence_summary": "AMAT moved -8.2% in the latest session, -7.9% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0741.",
      "facts": [
        {
          "claim": "AMAT moved -8.2% in the latest session, -7.9% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0034",
          "timestamp": "2026-07-07T00:00:00+00:00"
        },
        {
          "claim": "Applied Materials (AMAT) Unveils AI-Powered SENZ Platform to Accelerate Smart Glasses Development",
          "source_id": "E0741",
          "timestamp": "2026-07-06T18:24:07+00:00"
        },
        {
          "claim": "Susquehanna Lifts PT on Applied Materials (AMAT) – Here’s Why",
          "source_id": "E0742",
          "timestamp": "2026-07-06T16:37:23+00:00"
        },
        {
          "claim": "Is Applied Materials (AMAT) One of the Best Stocks on the Rise to Invest In?",
          "source_id": "E0743",
          "timestamp": "2026-07-06T16:34:19+00:00"
        },
        {
          "claim": "AMAT fundamentals snapshot: PE 55.75; market cap/assets $433.02B; 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 73.00 / valuation n/a.",
          "source_id": "E1791",
          "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": "73.00",
        "market_cap": "$433.02B",
        "name": "Applied Materials, Inc.",
        "net_margin": "35.47%",
        "pe_ratio": "55.75",
        "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/20260706-223952-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 -7.9% suggests attention shifted faster than the benchmark on the latest session.",
        "Crowding risk is high enough to block chase-style activation."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 592.79 and the next reliable source contradicts the negative catalyst.",
      "market_is_trading": "The market is trading momentum, but the move is already crowded.",
      "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": "AMAT",
        "timestamp": "2026-07-07T13:41:44+00:00",
        "price": 546.11,
        "previous_close": 592.79,
        "change": -46.67999999999995,
        "change_pct": -0.07874626764958914,
        "change_5d_pct": -0.21382300402548737,
        "change_20d_pct": 0.2055142010715003,
        "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",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_new_product",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Crowding is the primary risk; platform action should prevent chase behavior.",
      "score": {
        "catalyst_quality": 20,
        "catalyst_strength": 4,
        "crowding_risk": 4,
        "expectation_gap": 2,
        "price_action": 17,
        "price_confirmation": 4,
        "risk_reward": 1,
        "time_sensitivity": 4,
        "total": 47,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "avoid_chase",
      "source_ids": [
        "E0034",
        "E0741",
        "E0742",
        "E0743",
        "E1791"
      ],
      "stage": "crowded",
      "theme": "new product catalyst",
      "ticker": "AMAT",
      "trading_hypothesis": "Research path: wait for pullback, volume normalization, or a second reliable catalyst before upgrading action."
    },
    {
      "action_label": "Research Now",
      "action_type": "news",
      "attention_grade": "A",
      "business_summary": "业务：Entegris主要经营半导体材料、过滤、化学品和晶圆制造工艺解决方案。行业地位：Entegris是半导体赛道的重要公司，可比/竞争公司包括Marvell Technology、Monolithic Power Systems、NXP Semiconductors、Teradyne。关键变量主要是AI和数据中心需求、汽车与工业周期、晶圆产能、库存去化、制程升级和出口管制。",
      "core_catalyst": "Deutsche Bank Adjusts Entegris Price Target to $155 From $145, Maintains Hold Rating",
      "evidence_summary": "ENTG moved -7.6% in the latest session, -7.3% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1414.",
      "facts": [
        {
          "claim": "ENTG moved -7.6% in the latest session, -7.3% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0343",
          "timestamp": "2026-07-07T00:00:00+00:00"
        },
        {
          "claim": "Deutsche Bank Adjusts Entegris Price Target to $155 From $145, Maintains Hold Rating",
          "source_id": "E1414",
          "timestamp": "2026-07-06T11:08:27+00:00"
        },
        {
          "claim": "Mizuho Raises Price Target for Entegris Inc. (ENTG)",
          "source_id": "E1415",
          "timestamp": "2026-07-06T00:16:47+00:00"
        },
        {
          "claim": "Entegris and Analog Devices Shares Skyrocket, What You Need To Know",
          "source_id": "E1416",
          "timestamp": "2026-07-06T22:20:01+00:00"
        },
        {
          "claim": "ENTG fundamentals snapshot: PE 77.20; market cap/assets $22.73B; revenue scale $3.24B; revenue QoQ -1.5%; revenue YoY 5.00%; gross margin 46.90%; net margin 11.33%; ROIC 1.90%.",
          "source_id": "E1792",
          "timestamp": "2026-07-07T13:41:27.597024+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Entegris, Inc. provides advanced materials and process solutions for the semiconductor and other high-technology industries in North America, Taiwan, South Korea, Japan, China, Europe, and Southeast Asia. It operates in two segments, Materials Solutions (MS) and Advanced Purity...",
        "gross_margin": "46.90%",
        "health_score": null,
        "market_cap": "$22.73B",
        "name": "Entegris, Inc.",
        "net_margin": "11.33%",
        "pe_ratio": "77.20",
        "revenue_growth_qoq": "-1.5%",
        "revenue_growth_yoy": "5.00%",
        "revenue_scale": "$3.24B",
        "roic": "1.90%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/entg/",
        "ticker": "ENTG",
        "timestamp": "2026-07-07T13:41:27.597024+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -7.3% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 145.17 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": "ENTG",
        "timestamp": "2026-07-07T13:41:42+00:00",
        "price": 134.64,
        "previous_close": 145.17,
        "change": -10.530000000000001,
        "change_pct": -0.07253564786112832,
        "change_5d_pct": -0.21281568472257406,
        "change_20d_pct": 0.07359856525288744,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/ENTG?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_analyst",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 28,
        "catalyst_strength": 5,
        "crowding_risk": 3,
        "expectation_gap": 2,
        "price_action": 17,
        "price_confirmation": 4,
        "risk_reward": 2,
        "time_sensitivity": 4,
        "total": 47,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 0
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0343",
        "E1414",
        "E1415",
        "E1416",
        "E1792"
      ],
      "stage": "reversal_risk",
      "theme": "catalyst attention signal",
      "ticker": "ENTG",
      "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：Nova主要经营芯片设计、晶圆代工、模拟/功率器件、射频、存储接口、半导体设备或材料。行业地位：Nova是半导体赛道的重要参与者，可比/竞争公司包括Marvell Technology、Monolithic Power Systems、NXP Semiconductors、Teradyne。关键变量主要是AI和数据中心需求、汽车与工业周期、晶圆产能、库存去化、制程升级和出口管制。",
      "core_catalyst": "Morgan Stanley Adjusts Price Target on Nova to $540 From $494",
      "evidence_summary": "NVMI moved -4.5% in the latest session, -4.2% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1529.",
      "facts": [
        {
          "claim": "NVMI moved -4.5% in the latest session, -4.2% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0419",
          "timestamp": "2026-07-07T00:00:00+00:00"
        },
        {
          "claim": "Morgan Stanley Adjusts Price Target on Nova to $540 From $494",
          "source_id": "E1529",
          "timestamp": "2026-07-06T13:38:44+00:00"
        },
        {
          "claim": "Nova to Report Second Quarter 2026 Financial Results on August 6",
          "source_id": "E1530",
          "timestamp": "2026-07-06T12:00:00+00:00"
        },
        {
          "claim": "Nova Insider Sold Shares Worth $1,486,856, According to a Recent SEC Filing",
          "source_id": "E1531",
          "timestamp": "2026-07-06T10:06:11+00:00"
        },
        {
          "claim": "NVMI fundamentals snapshot: PE 58.55; market cap/assets $16.39B; revenue scale $902.53M; revenue QoQ +5.7%; revenue YoY 10.29%; gross margin 57.66%; net margin 29.43%; ROIC 5.42%.",
          "source_id": "E1793",
          "timestamp": "2026-07-07T13:41:27.640688+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Nova Ltd. engages in the design, development, production, and sale of process control systems used in the manufacture of semiconductors in Taiwan, the United States, China, Korea, and internationally. The company’s product portfolio includes a set of metrology platforms for dime...",
        "gross_margin": "57.66%",
        "health_score": null,
        "market_cap": "$16.39B",
        "name": "Nova Ltd.",
        "net_margin": "29.43%",
        "pe_ratio": "58.55",
        "revenue_growth_qoq": "+5.7%",
        "revenue_growth_yoy": "10.29%",
        "revenue_scale": "$902.53M",
        "roic": "5.42%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/nvmi/",
        "ticker": "NVMI",
        "timestamp": "2026-07-07T13:41:27.640688+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 466.63 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": "NVMI",
        "timestamp": "2026-07-07T13:41:31+00:00",
        "price": 446.71,
        "previous_close": 466.63,
        "change": -19.920000000000016,
        "change_pct": -0.04268906842680498,
        "change_5d_pct": -0.14158614226718758,
        "change_20d_pct": -0.061060217692395,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/NVMI?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "breakdown_20d",
        "event_news",
        "catalyst_analyst",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_regulatory_policy"
      ],
      "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": 15,
        "price_confirmation": 4,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 47,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 0
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0419",
        "E1529",
        "E1530",
        "E1531",
        "E1793"
      ],
      "stage": "reversal_risk",
      "theme": "regulatory or policy catalyst",
      "ticker": "NVMI",
      "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：旗下Frito-Lay销售Lay's、Doritos、Cheetos、Tostitos等零食；饮料组合包括Pepsi、Mountain Dew、Gatorade、Tropicana授权相关产品、SodaStream和即饮咖啡合作产品；Quaker和国际部门覆盖谷物、燕麦、包装食品、本地化零食和饮料，收入来自零售商、便利店、餐饮渠道和装瓶体系。行业地位：全球包装食品饮料龙头，北美零食优势强于饮料。真正影响经营的变量包括定价与销量弹性、消费者健康化偏好、便利店和商超渠道表现、糖税和配方监管、玉米糖浆、土豆、铝罐、包装和物流成本、美元汇率及新品创新。",
      "core_catalyst": "The Zacks Analyst Blog Highlights PepsiCo, Delta Air Lines, Bloom Energy, Ross Stores and NetEase",
      "evidence_summary": "PEP moved +3.7% in the latest session, +4.0% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0787.",
      "facts": [
        {
          "claim": "PEP moved +3.7% in the latest session, +4.0% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0049",
          "timestamp": "2026-07-07T00:00:00+00:00"
        },
        {
          "claim": "The Zacks Analyst Blog Highlights PepsiCo, Delta Air Lines, Bloom Energy, Ross Stores and NetEase",
          "source_id": "E0787",
          "timestamp": "2026-07-07T10:09:00+00:00"
        },
        {
          "claim": "PepsiCo (PEP) Launches RegenLend And Captain D's Seafood Promotion",
          "source_id": "E0788",
          "timestamp": "2026-07-06T21:09:16+00:00"
        },
        {
          "claim": "Ex-PepsiCo CEO Indra Nooyi worked from midnight until 5 a.m. as a receptionist to pay for her Yale degree—and she says ‘respect went up’ because of it",
          "source_id": "E0789",
          "timestamp": "2026-07-06T16:01:06+00:00"
        },
        {
          "claim": "PEP fundamentals snapshot: PE 22.40; market cap/assets $195.84B; revenue scale $95.45B; revenue QoQ -33.74%; revenue YoY 4.29%; gross margin 55.19%; net margin 12.02%; ROIC 12.76%; engine score health 61.54 / valuation 54.55.",
          "source_id": "E1794",
          "timestamp": "2026-07-06T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "PepsiCo, Inc. engages in the manufacture, marketing, distribution, and sale of various beverages and convenient foods worldwide. The company operates through six segments: PepsiCo Foods North America; PepsiCo Beverages North America; International Beverages Franchise; Europe, Mi...",
        "gross_margin": "55.19%",
        "health_score": "61.54",
        "market_cap": "$195.84B",
        "name": "PepsiCo, Inc.",
        "net_margin": "12.02%",
        "pe_ratio": "22.40",
        "revenue_growth_qoq": "-33.74%",
        "revenue_growth_yoy": "4.29%",
        "revenue_scale": "$95.45B",
        "roic": "12.76%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/pep/",
        "ticker": "PEP",
        "timestamp": "2026-07-06T00:00:00+00:00",
        "valuation_score": "54.55"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +4.0% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 143.29 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": "PEP",
        "timestamp": "2026-07-07T13:41:44+00:00",
        "price": 148.115,
        "previous_close": 143.29,
        "change": 4.825000000000017,
        "change_pct": 0.03367297089817867,
        "change_5d_pct": 0.06803438002969031,
        "change_20d_pct": 0.04365136634006994,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/PEP?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "breakout_20d",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings",
        "event_earnings",
        "catalyst_earnings"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 12,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 47,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0049",
        "E0787",
        "E0788",
        "E0789",
        "E1794"
      ],
      "stage": "expanding",
      "theme": "earnings reaction",
      "ticker": "PEP",
      "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：吉利德以抗病毒药起家，HIV 产品组合包括 Biktarvy、Descovy、Sunlenca 等；肿瘤业务覆盖抗体药、靶向药和 Kite 细胞治疗，代表资产包括 Trodelvy、Yescarta、Tecartus；肝病产品覆盖乙肝、丙肝和其他肝脏疾病。收入主要来自处方药销售、医院和专科药房渠道、医保支付和商业保险报销。行业地位：吉利德在 HIV 治疗领域处于全球领先位置，肿瘤业务是再增长的关键。影响经营和股价的变量包括 Biktarvy 等 HIV 药物生命周期、长效 HIV 药物竞争格局、Trodelvy 适应症扩展、细胞治疗产能和使用率、专利悬崖、医保价格压力以及肿瘤管线临床结果。",
      "core_catalyst": "Truist Securities Adjusts Gilead Sciences Price Target to $156 From $157",
      "evidence_summary": "GILD moved +3.9% in the latest session, +4.2% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0834.",
      "facts": [
        {
          "claim": "GILD moved +3.9% in the latest session, +4.2% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0065",
          "timestamp": "2026-07-07T00:00:00+00:00"
        },
        {
          "claim": "Truist Securities Adjusts Gilead Sciences Price Target to $156 From $157",
          "source_id": "E0834",
          "timestamp": "2026-07-07T12:55:41+00:00"
        },
        {
          "claim": "RBC Capital Adjusts Gilead Sciences Price Target to $120 From $122, Maintains Sector Perform Rating",
          "source_id": "E0835",
          "timestamp": "2026-07-07T11:18:38+00:00"
        },
        {
          "claim": "Here Are Monday’s Best Wall Street Analyst Research Calls: Agnico Eagle Mines, Datadog, Delta Air Lines, Gilead Sciences, Okta, Pfizer, Regions Financial, T-Mobile, and More",
          "source_id": "E0836",
          "timestamp": "2026-07-06T11:52:28+00:00"
        },
        {
          "claim": "Will the Label Expansion of Trodelvy Strengthen GILD's Oncology Portfolio?",
          "source_id": "E0837",
          "timestamp": "2026-07-06T18:36:00+00:00"
        },
        {
          "claim": "GILD fundamentals snapshot: PE 17.47; market cap/assets $160.98B; revenue scale $29.73B; revenue QoQ -12.17%; revenue YoY 3.48%; gross margin 79.24%; net margin 29.04%; ROIC 20.21%; engine score health 83.33 / valuation 33.33.",
          "source_id": "E1795",
          "timestamp": "2026-07-06T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Gilead Sciences, Inc., a biopharmaceutical company, discovers, develops, and commercializes medicines in the areas of unmet medical need in the United States, Europe, and internationally. The company provides Biktarvy, Descovy, Genvoya, Odefsey, Sunlenca, Symtuza, and YeztugoFor...",
        "gross_margin": "79.24%",
        "health_score": "83.33",
        "market_cap": "$160.98B",
        "name": "Gilead Sciences, Inc.",
        "net_margin": "29.04%",
        "pe_ratio": "17.47",
        "revenue_growth_qoq": "-12.17%",
        "revenue_growth_yoy": "3.48%",
        "revenue_scale": "$29.73B",
        "roic": "20.21%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/gild/",
        "ticker": "GILD",
        "timestamp": "2026-07-06T00:00:00+00:00",
        "valuation_score": "33.33"
      },
      "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": "Attention thesis weakens if price closes below 129.61 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": "GILD",
        "timestamp": "2026-07-07T13:41:41+00:00",
        "price": 134.765,
        "previous_close": 129.61,
        "change": 5.154999999999973,
        "change_pct": 0.03977316565079825,
        "change_5d_pct": 0.06676955629451897,
        "change_20d_pct": 0.04339575858602207,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/GILD?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "breakout_20d",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "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": 2,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 47,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0065",
        "E0834",
        "E0835",
        "E0836",
        "E0837",
        "E1795"
      ],
      "stage": "expanding",
      "theme": "supply-demand mismatch",
      "ticker": "GILD",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：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": "Zacks Industry Outlook Highlights Micron, Seagate, Hewlett Packard and Agilysys",
      "evidence_summary": "STX moved -4.8% in the latest session, -4.5% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0830.",
      "facts": [
        {
          "claim": "STX moved -4.8% in the latest session, -4.5% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0063",
          "timestamp": "2026-07-07T00:00:00+00:00"
        },
        {
          "claim": "Zacks Industry Outlook Highlights Micron, Seagate, Hewlett Packard and Agilysys",
          "source_id": "E0830",
          "timestamp": "2026-07-07T09:31:00+00:00"
        },
        {
          "claim": "Melius Research Initiates Coverage of Seagate Technology (STX)",
          "source_id": "E0831",
          "timestamp": "2026-07-06T16:36:30+00:00"
        },
        {
          "claim": "Goldman Sachs Adjusts Seagate Technology Price Target to $960 From $700",
          "source_id": "E0832",
          "timestamp": "2026-07-06T13:54:46+00:00"
        },
        {
          "claim": "Seagate, Semtech, and Teradyne Stocks Trade Up, What You Need To Know",
          "source_id": "E0833",
          "timestamp": "2026-07-06T21:48:01+00:00"
        },
        {
          "claim": "STX fundamentals snapshot: PE 81.94; market cap/assets $194.84B; 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": "E1796",
          "timestamp": "2026-07-06T00:00:00+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": "$194.84B",
        "name": "Seagate Technology Holdings plc",
        "net_margin": "24.04%",
        "pe_ratio": "81.94",
        "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/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/stx/",
        "ticker": "STX",
        "timestamp": "2026-07-06T00:00:00+00:00",
        "valuation_score": "16.67"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -4.5% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 868.26 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": "STX",
        "timestamp": "2026-07-07T13:41:43+00:00",
        "price": 831.36,
        "previous_close": 868.26,
        "change": -36.89999999999998,
        "change_pct": -0.04249879068481788,
        "change_5d_pct": -0.14162702770966895,
        "change_20d_pct": -0.01900948854831863,
        "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",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_analyst",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 1,
        "expectation_gap": 3,
        "price_action": 11,
        "price_confirmation": 4,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 46,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0063",
        "E0830",
        "E0831",
        "E0832",
        "E0833",
        "E1796"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "STX",
      "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：Microchip Technology 销售微控制器、模拟芯片、接口器件、FPGA 和嵌入式控制方案，产品广泛用于汽车、工业、通信、消费电子和航空航天设备。行业地位：嵌入式控制和 MCU 领域的重要供应商，变量是工业库存周期、汽车电子需求、渠道去库存和毛利率修复。",
      "core_catalyst": "SEC 4 filing: 4 2026-07-01",
      "evidence_summary": "MCHP moved -5.0% in the latest session, -4.7% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1138.",
      "facts": [
        {
          "claim": "MCHP moved -5.0% in the latest session, -4.7% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0197",
          "timestamp": "2026-07-07T00:00:00+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-07-01",
          "source_id": "E1138",
          "timestamp": "2026-07-06T16:37:06+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-07-01",
          "source_id": "E1139",
          "timestamp": "2026-07-06T16:35:50+00:00"
        },
        {
          "claim": "SEC 4 filing: 4 2026-07-01",
          "source_id": "E1140",
          "timestamp": "2026-07-06T16:34:31+00:00"
        },
        {
          "claim": "Microchip Technology (MCHP) Stock Continue To Drop, Here’s Why Some Analysts Still See Upside",
          "source_id": "E1141",
          "timestamp": "2026-07-06T17:52:23+00:00"
        },
        {
          "claim": "Monolithic Power Systems, Vishay Intertechnology, and Microchip Technology Stocks Trade Up, What You Need To Know",
          "source_id": "E1142",
          "timestamp": "2026-07-06T21:40:01+00:00"
        },
        {
          "claim": "3 Reasons to Sell MCHP and 1 Stock to Buy Instead",
          "source_id": "E1143",
          "timestamp": "2026-07-06T14:52:01+00:00"
        },
        {
          "claim": "MCHP fundamentals snapshot: PE 234.82; market cap/assets $47.48B; revenue scale $4.71B; revenue QoQ 10.56%; revenue YoY 7.08%; gross margin 60.98%; net margin 11.00%; ROIC 3.41%; engine score health 15.99 / valuation 42.86.",
          "source_id": "E1797",
          "timestamp": "2026-07-06T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Microchip Technology Incorporated develops, manufactures, and sells smart, connected, and secure embedded control solutions in the Americas, Europe, and Asia. It operates in two segments, Semiconductor Products and Technology Licensing. The company offers general-purpose 8-bit,...",
        "gross_margin": "60.98%",
        "health_score": "15.99",
        "market_cap": "$47.48B",
        "name": "Microchip Technology Incorporated",
        "net_margin": "11.00%",
        "pe_ratio": "234.82",
        "revenue_growth_qoq": "10.56%",
        "revenue_growth_yoy": "7.08%",
        "revenue_scale": "$4.71B",
        "roic": "3.41%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mchp/",
        "ticker": "MCHP",
        "timestamp": "2026-07-06T00:00:00+00:00",
        "valuation_score": "42.86"
      },
      "grade_cap_reason": null,
      "inferences": [
        "Relative move of -4.7% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 87.59 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": "MCHP",
        "timestamp": "2026-07-07T13:41:40+00:00",
        "price": 83.34,
        "previous_close": 87.59,
        "change": -4.25,
        "change_pct": -0.04852152072154359,
        "change_5d_pct": -0.06422633859641058,
        "change_20d_pct": -0.05659946281598416,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/MCHP?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_sec",
        "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": 0,
        "expectation_gap": 4,
        "price_action": 11,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 46,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0197",
        "E1138",
        "E1139",
        "E1140",
        "E1141",
        "E1142",
        "E1143",
        "E1797"
      ],
      "stage": "reversal_risk",
      "theme": "regulatory or policy catalyst",
      "ticker": "MCHP",
      "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：Arista Networks 向云服务商、互联网公司和大型企业销售高速以太网交换机、路由设备和 EOS 网络软件，产品用于数据中心、AI 集群和园区网络。行业地位：云数据中心交换机核心厂商之一，核心变量是 AI 网络建设、云资本开支和与 Cisco、白盒交换机的竞争。",
      "core_catalyst": "Arista Networks Stock: Is AI's Hottest Growth Story Hitting a Supply Ceiling?",
      "evidence_summary": "ANET moved -4.3% in the latest session, -4.0% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0783.",
      "facts": [
        {
          "claim": "ANET moved -4.3% in the latest session, -4.0% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0048",
          "timestamp": "2026-07-07T00:00:00+00:00"
        },
        {
          "claim": "Arista Networks Stock: Is AI's Hottest Growth Story Hitting a Supply Ceiling?",
          "source_id": "E0783",
          "timestamp": "2026-07-07T11:25:52+00:00"
        },
        {
          "claim": "Arista Networks Insider Sold Shares Worth $42,696,873, According to a Recent SEC Filing",
          "source_id": "E0784",
          "timestamp": "2026-07-07T08:03:07+00:00"
        },
        {
          "claim": "Arista Networks Insider Sold Shares Worth $1,336,474, According to a Recent SEC Filing",
          "source_id": "E0785",
          "timestamp": "2026-07-07T08:01:49+00:00"
        },
        {
          "claim": "What Makes Arista Networks (ANET) One of BlackRock’s 30 Most Important AI Stocks",
          "source_id": "E0786",
          "timestamp": "2026-07-06T00:19:10+00:00"
        },
        {
          "claim": "ANET fundamentals snapshot: PE 58.65; market cap/assets $218.19B; revenue scale $9.71B; revenue QoQ 8.89%; revenue YoY 30.57%; gross margin 61.90%; net margin 37.76%; ROIC 19.19%; engine score health 80.00 / valuation 50.00.",
          "source_id": "E1798",
          "timestamp": "2026-07-06T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Arista Networks, Inc. engages in the development, marketing, and sale of data-driven, client to cloud networking solutions for AI, data center, campus, and routing environments in the Americas, Europe, the Middle East, Africa, and the Asia-Pacific. Its cloud networking solutions...",
        "gross_margin": "61.90%",
        "health_score": "80.00",
        "market_cap": "$218.19B",
        "name": "Arista Networks, Inc.",
        "net_margin": "37.76%",
        "pe_ratio": "58.65",
        "revenue_growth_qoq": "8.89%",
        "revenue_growth_yoy": "30.57%",
        "revenue_scale": "$9.71B",
        "roic": "19.19%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/anet/",
        "ticker": "ANET",
        "timestamp": "2026-07-06T00:00:00+00:00",
        "valuation_score": "50.00"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -4.0% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 173.28 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": "ANET",
        "timestamp": "2026-07-07T13:41:44+00:00",
        "price": 167.51,
        "previous_close": 173.19,
        "change": -5.680000000000007,
        "change_pct": -0.0327963508285698,
        "change_5d_pct": 0.020779974220922925,
        "change_20d_pct": 0.08582352603138266,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/ANET?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news",
        "catalyst_regulatory_policy",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 11,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 46,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0048",
        "E0783",
        "E0784",
        "E0785",
        "E0786",
        "E1798"
      ],
      "stage": "reversal_risk",
      "theme": "supply-demand mismatch",
      "ticker": "ANET",
      "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：台积电为苹果、英伟达、AMD、高通、联发科、博通等芯片设计公司代工生产逻辑芯片，覆盖智能手机、AI 加速器、CPU/GPU、网络芯片、汽车电子和工业芯片。收入来自晶圆制造、先进封装、测试和长期产能合作，关键资产包括 3nm/2nm 等先进制程、CoWoS 先进封装、工艺良率、客户信任和台湾及海外晶圆厂产能。行业地位：全球最关键的先进逻辑晶圆代工厂，先进制程份额和良率决定行业话语权。真正影响经营与股价的变量包括 AI 芯片需求、苹果与英伟达订单、先进制程良率、CoWoS 产能、资本开支、地缘政治风险、电力与水资源稳定、海外建厂成本。",
      "core_catalyst": "AI Demand Explodes Over 300-Fold. Zettabyte Makes the Case for Quality Compute and Taiwan's Sovereign AI Future",
      "evidence_summary": "TSM moved -3.3% in the latest session, -3.0% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0679.",
      "facts": [
        {
          "claim": "TSM moved -3.3% in the latest session, -3.0% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0014",
          "timestamp": "2026-07-07T00:00:00+00:00"
        },
        {
          "claim": "AI Demand Explodes Over 300-Fold. Zettabyte Makes the Case for Quality Compute and Taiwan's Sovereign AI Future",
          "source_id": "E0679",
          "timestamp": "2026-07-07T12:38:00+00:00"
        },
        {
          "claim": "Taiwan Semiconductor Manufacturing (TSM) Wins A Credit Upgrade, Is The Rally Already Priced In?",
          "source_id": "E0680",
          "timestamp": "2026-07-07T11:14:26+00:00"
        },
        {
          "claim": "This Semiconductor ETF Is Up 54% This Year and Refuses to Own Intel",
          "source_id": "E0681",
          "timestamp": "2026-07-06T22:49:21+00:00"
        },
        {
          "claim": "Credo Leads Rebound For Semiconductor Stocks",
          "source_id": "E0682",
          "timestamp": "2026-07-06T20:31:47+00:00"
        },
        {
          "claim": "TSM fundamentals snapshot: PE 33.08; market cap/assets $2.05T; revenue scale $4.10T; revenue QoQ +8.4%; revenue YoY 35.13%; gross margin 66.25%; net margin 50.51%; ROIC 15.91%.",
          "source_id": "E1799",
          "timestamp": "2026-07-07T13:41:31.862046+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Taiwan Semiconductor Manufacturing Company Limited, together with its subsidiaries, manufactures, packages, tests, and sells integrated circuits and other semiconductor devices in Taiwan, China, Europe, the Middle East, Africa, Japan, the United States, and internationally. It p...",
        "gross_margin": "66.25%",
        "health_score": null,
        "market_cap": "$2.05T",
        "name": "Taiwan Semiconductor Manufacturing Company Limited",
        "net_margin": "50.51%",
        "pe_ratio": "33.08",
        "revenue_growth_qoq": "+8.4%",
        "revenue_growth_yoy": "35.13%",
        "revenue_scale": "$4.10T",
        "roic": "15.91%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/tsm/",
        "ticker": "TSM",
        "timestamp": "2026-07-07T13:41:31.862046+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -3.0% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 451.79 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": "TSM",
        "timestamp": "2026-07-07T13:41:43+00:00",
        "price": 437.07,
        "previous_close": 451.8375,
        "change": -14.767499999999984,
        "change_pct": -0.03268321022491494,
        "change_5d_pct": -0.03961767932697979,
        "change_20d_pct": 0.052749442069417674,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/TSM?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "benchmark_relative_move",
        "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": 6,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 46,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0014",
        "E0679",
        "E0680",
        "E0681",
        "E0682",
        "E1799"
      ],
      "stage": "expanding",
      "theme": "geopolitical risk",
      "ticker": "TSM",
      "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": "Iridium Communications (IRDM) Could Be 39% Overvalued On Rocket Lab Deal Terms",
      "evidence_summary": "RKLB moved -5.0% in the latest session, -4.7% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1196.",
      "facts": [
        {
          "claim": "RKLB moved -5.0% in the latest session, -4.7% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0219",
          "timestamp": "2026-07-07T00:00:00+00:00"
        },
        {
          "claim": "Iridium Communications (IRDM) Could Be 39% Overvalued On Rocket Lab Deal Terms",
          "source_id": "E1196",
          "timestamp": "2026-07-07T10:17:32+00:00"
        },
        {
          "claim": "RKLB Stock Slips Overnight: CEO Peter Beck Eyes Trimming Stake By $465M After Iridium Deal",
          "source_id": "E1197",
          "timestamp": "2026-07-07T04:28:42+00:00"
        },
        {
          "claim": "Hexcel vs. Rocket Lab USA: Which Aerospace Stock Is a Better Buy in 2026?",
          "source_id": "E1198",
          "timestamp": "2026-07-07T12:22:23+00:00"
        },
        {
          "claim": "Rocket Lab Falls 7%, AST SpaceMobile Drops 5%, Intuitive Machines and SpaceX Slip 3% as Space Stocks Pull Back",
          "source_id": "E1199",
          "timestamp": "2026-07-06T18:23:06+00:00"
        },
        {
          "claim": "RKLB fundamentals snapshot: PE n/a; market cap/assets $45.35B; revenue scale $679.58M; revenue QoQ +11.5%; revenue YoY 63.46%; gross margin 38.18%; net margin -22.47%; ROIC n/a.",
          "source_id": "E1800",
          "timestamp": "2026-07-07T13:41:31.981350+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Rocket Lab Corporation, a space company, provides launch services and space systems solutions in the United States, Canada, Japan, and internationally. The company operates through launch services and space systems segments. The company provides launch services, spacecraft desig...",
        "gross_margin": "38.18%",
        "health_score": null,
        "market_cap": "$45.35B",
        "name": "Rocket Lab USA, Inc.",
        "net_margin": "-22.47%",
        "pe_ratio": null,
        "revenue_growth_qoq": "+11.5%",
        "revenue_growth_yoy": "63.46%",
        "revenue_scale": "$679.58M",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/rklb/",
        "ticker": "RKLB",
        "timestamp": "2026-07-07T13:41:31.981350+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -4.7% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 93.09 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": "2026-07-07T13:41:43+00:00",
        "price": 88.66,
        "previous_close": 93.09,
        "change": -4.430000000000007,
        "change_pct": -0.04758835535503281,
        "change_5d_pct": -0.0953984484484991,
        "change_20d_pct": -0.1945857692110965,
        "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",
        "gap_move",
        "event_news",
        "catalyst_contract_order",
        "event_news",
        "catalyst_contract_order",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 3,
        "price_action": 10,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 45,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0219",
        "E1196",
        "E1197",
        "E1198",
        "E1199",
        "E1800"
      ],
      "stage": "reversal_risk",
      "theme": "catalyst attention signal",
      "ticker": "RKLB",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：Bloom Energy 为数据中心、制造厂、医院、公用事业和大型商业设施提供固体氧化物燃料电池发电系统，用于在客户侧实现高可用电力供应，同时销售基于相近技术路线的电解制氢设备。收入来自设备销售、长期服务协议、系统升级和部分项目型能源解决方案。关键产品是 Bloom Energy Server、Bloom Electrolyzer 以及围绕微网和高可靠供电的集成方案。行业地位：Bloom Energy 在高可靠分布式供电和固体氧化物路线里知名度很高，尤其受数据中心和高电力密度场景关注。竞争对手包括 FuelCell Energy、传统柴油或燃气备电系统、微型燃机和公用电网替代方案，关键经营变量是天然气与电价比、设备寿命、服务成本、政策补贴和大客户项目落地节奏。",
      "core_catalyst": "The Zacks Analyst Blog Highlights PepsiCo, Delta Air Lines, Bloom Energy, Ross Stores and NetEase",
      "evidence_summary": "BE moved -4.3% in the latest session, -4.0% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1061.",
      "facts": [
        {
          "claim": "BE moved -4.3% in the latest session, -4.0% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0156",
          "timestamp": "2026-07-07T00:00:00+00:00"
        },
        {
          "claim": "The Zacks Analyst Blog Highlights PepsiCo, Delta Air Lines, Bloom Energy, Ross Stores and NetEase",
          "source_id": "E1061",
          "timestamp": "2026-07-07T10:09:00+00:00"
        },
        {
          "claim": "If You Invested $5,000 in Bloom Energy at the Start of the Year, Here's What It's Worth Now and What to Expect Next",
          "source_id": "E1062",
          "timestamp": "2026-07-07T12:50:00+00:00"
        },
        {
          "claim": "Musashi Seimitsu might be the missing piece in power distribution for datacenters",
          "source_id": "E1063",
          "timestamp": "2026-07-07T12:18:34+00:00"
        },
        {
          "claim": "Prediction: Why Buying Brookfield Renewable Instead of Bloom Energy Could Set You Up For Life",
          "source_id": "E1064",
          "timestamp": "2026-07-07T03:35:00+00:00"
        },
        {
          "claim": "BE fundamentals snapshot: PE 12,165.92; market cap/assets $70.98B; revenue scale $2.45B; revenue QoQ -3.4%; revenue YoY 130.37%; gross margin 30.03%; net margin 9.81%; ROIC n/a.",
          "source_id": "E1801",
          "timestamp": "2026-07-07T13:41:32.226304+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Bloom Energy Corporation designs, manufactures, sells, and installs solid oxide fuel cell systems for on-site power generation in the United States and internationally. It offers Bloom Energy Server, an energy server platform to convert fuel, such as natural gas, biogas, hydroge...",
        "gross_margin": "30.03%",
        "health_score": null,
        "market_cap": "$70.98B",
        "name": "Bloom Energy Corporation",
        "net_margin": "9.81%",
        "pe_ratio": "12,165.92",
        "revenue_growth_qoq": "-3.4%",
        "revenue_growth_yoy": "130.37%",
        "revenue_scale": "$2.45B",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/be/",
        "ticker": "BE",
        "timestamp": "2026-07-07T13:41:32.226304+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -4.0% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 295.05 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": "BE",
        "timestamp": "2026-07-07T13:41:41+00:00",
        "price": 287.75,
        "previous_close": 295.185,
        "change": -7.435000000000002,
        "change_pct": -0.025187594220573595,
        "change_5d_pct": 0.04632555100533442,
        "change_20d_pct": 0.09157473536612537,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/BE?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 24,
        "catalyst_strength": 4,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 10,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 44,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0156",
        "E1061",
        "E1062",
        "E1063",
        "E1064",
        "E1801"
      ],
      "stage": "reversal_risk",
      "theme": "earnings reaction",
      "ticker": "BE",
      "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：Coca-Cola 经营全球非酒精饮料品牌，核心产品包括可乐、无糖饮料、果汁、水、运动饮料、咖啡和茶，公司主要通过浓缩液、糖浆和品牌授权与装瓶体系变现。行业地位：全球饮料龙头之一，优势在品牌、渠道和装瓶商网络，变量是销量增长、价格传导、汇率和新兴市场消费。",
      "core_catalyst": "Smurfit Westrock, Coca-Cola China Partner on Paper-Based Packaging for World Cup Campaign",
      "evidence_summary": "KO moved +2.5% in the latest session, +2.7% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0728.",
      "facts": [
        {
          "claim": "KO moved +2.5% in the latest session, +2.7% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0031",
          "timestamp": "2026-07-07T00:00:00+00:00"
        },
        {
          "claim": "Smurfit Westrock, Coca-Cola China Partner on Paper-Based Packaging for World Cup Campaign",
          "source_id": "E0728",
          "timestamp": "2026-07-07T11:08:33+00:00"
        },
        {
          "claim": "Smurfit Westrock partners with Coca-Cola on World Cup packaging to capture spike in consumer demand",
          "source_id": "E0729",
          "timestamp": "2026-07-07T10:30:00+00:00"
        },
        {
          "claim": "Walmart Lowers Prices on Thousands of Items, Including Beef and Coca-Cola",
          "source_id": "E0730",
          "timestamp": "2026-07-06T22:37:05+00:00"
        },
        {
          "claim": "Coca-Cola (KO) Stock Sinks As Market Gains: Here's Why",
          "source_id": "E0731",
          "timestamp": "2026-07-06T21:50:04+00:00"
        },
        {
          "claim": "KO fundamentals snapshot: PE 26.09; market cap/assets $365.32B; revenue scale $49.28B; revenue QoQ 5.50%; revenue YoY 5.11%; gross margin 62.96%; net margin 31.46%; ROIC 13.88%; engine score health 67.22 / valuation n/a.",
          "source_id": "E1802",
          "timestamp": "2026-06-23T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "The Coca-Cola Company, a beverage company, manufactures and sells various nonalcoholic beverages in the United States and internationally. The company provides Trademark Coca-Cola, sparkling soft drinks and flavors; water, sports, coffee, and tea; juice, value-added dairy, and p...",
        "gross_margin": "62.96%",
        "health_score": "67.22",
        "market_cap": "$365.32B",
        "name": "The Coca-Cola Company",
        "net_margin": "31.46%",
        "pe_ratio": "26.09",
        "revenue_growth_qoq": "5.50%",
        "revenue_growth_yoy": "5.11%",
        "revenue_scale": "$49.28B",
        "roic": "13.88%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ko/",
        "ticker": "KO",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +2.7% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 82.96 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": "KO",
        "timestamp": "2026-07-07T13:41:44+00:00",
        "price": 84.805,
        "previous_close": 82.965,
        "change": 1.8400000000000034,
        "change_pct": 0.022178026878804324,
        "change_5d_pct": 0.026073786259354526,
        "change_20d_pct": 0.0669979418490032,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/KO?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "benchmark_relative_move",
        "near_local_high",
        "breakout_20d",
        "event_news",
        "catalyst_geopolitics",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "event_news",
        "event_news"
      ],
      "risk_summary": "Hedge products can decay or gap; review structure before expression.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 9,
        "price_confirmation": 3,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 44,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0031",
        "E0728",
        "E0729",
        "E0730",
        "E0731",
        "E1802"
      ],
      "stage": "expanding",
      "theme": "supply-demand mismatch",
      "ticker": "KO",
      "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：辉瑞开发和销售处方药、疫苗和专科药物，产品覆盖肺炎球菌疫苗、RSV 疫苗、COVID 相关产品、肿瘤药、抗凝药、炎症免疫、罕见病和抗感染治疗。收入来自处方药销售、疫苗采购、政府和商业合同、医院渠道、药房渠道和医保支付，Seagen 并入后增强了抗体偶联药和肿瘤商业化资产。行业地位：辉瑞是全球大型制药公司，商业化能力和疫苗平台突出，但后疫情产品回落带来再增长压力。影响经营和股价的变量包括 COVID 产品需求下滑后的收入替代、Seagen 肿瘤资产放量、重磅药专利到期、管线临床结果、成本削减执行、医保价格谈判、疫苗接种率以及并购整合效果。",
      "core_catalyst": "Pfizer Shares Fall After HSBC Downgrade",
      "evidence_summary": "PFE moved +2.3% in the latest session, +2.5% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0860.",
      "facts": [
        {
          "claim": "PFE moved +2.3% in the latest session, +2.5% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0075",
          "timestamp": "2026-07-07T00:00:00+00:00"
        },
        {
          "claim": "Pfizer Shares Fall After HSBC Downgrade",
          "source_id": "E0860",
          "timestamp": "2026-07-06T19:27:34+00:00"
        },
        {
          "claim": "Pfizer (PFE) Wins FDA Approval For IBRANCE In HER2 Positive Breast Cancer",
          "source_id": "E0861",
          "timestamp": "2026-07-06T14:10:59+00:00"
        },
        {
          "claim": "Here Are Monday’s Best Wall Street Analyst Research Calls: Agnico Eagle Mines, Datadog, Delta Air Lines, Gilead Sciences, Okta, Pfizer, Regions Financial, T-Mobile, and More",
          "source_id": "E0862",
          "timestamp": "2026-07-06T11:52:28+00:00"
        },
        {
          "claim": "Pfizer (PFE) Stock Sinks As Market Gains: Here's Why",
          "source_id": "E0863",
          "timestamp": "2026-07-06T21:45:03+00:00"
        },
        {
          "claim": "PFE fundamentals snapshot: PE 18.05; market cap/assets $135.19B; revenue scale $63.31B; revenue QoQ -17.69%; revenue YoY 28.74%; gross margin 67.26%; net margin 18.60%; ROIC 7.15%; engine score health 28.33 / valuation 66.67.",
          "source_id": "E1803",
          "timestamp": "2026-07-06T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Pfizer Inc. discovers, develops, manufactures, markets, distributes, and sells biopharmaceutical products in the United States and internationally. It operates in three segments: Biopharma, PC1, and Pfizer Ignite. The company offers internal medicine products, including cardiova...",
        "gross_margin": "67.26%",
        "health_score": "28.33",
        "market_cap": "$135.19B",
        "name": "Pfizer Inc.",
        "net_margin": "18.60%",
        "pe_ratio": "18.05",
        "revenue_growth_qoq": "-17.69%",
        "revenue_growth_yoy": "28.74%",
        "revenue_scale": "$63.31B",
        "roic": "7.15%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/pfe/",
        "ticker": "PFE",
        "timestamp": "2026-07-06T00:00:00+00:00",
        "valuation_score": "66.67"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +2.5% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 23.72 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": "PFE",
        "timestamp": "2026-07-07T13:41:42+00:00",
        "price": 24.215,
        "previous_close": 23.73,
        "change": 0.48499999999999943,
        "change_pct": 0.02043826380109559,
        "change_5d_pct": -0.006360313249717309,
        "change_20d_pct": -0.07008451810149963,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/PFE?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "benchmark_relative_move",
        "near_local_low",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_new_product",
        "event_news",
        "catalyst_supply_demand_mismatch",
        "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": 2,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 44,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0075",
        "E0860",
        "E0861",
        "E0862",
        "E0863",
        "E1803"
      ],
      "stage": "expanding",
      "theme": "supply-demand mismatch",
      "ticker": "PFE",
      "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：默沙东的核心业务是处方药、疫苗和动物保健，重磅产品包括 Keytruda 肿瘤免疫治疗、Gardasil/Gardasil 9 HPV 疫苗，以及动物保健和其他专科药。行业地位：全球大型制药公司，Keytruda 是全球最重要的肿瘤免疫治疗单品之一，疫苗业务也是核心现金流。",
      "core_catalyst": "HSBC Adjusts Price Target on Merck & Co to $150 From $135",
      "evidence_summary": "MRK moved +1.8% in the latest session, +2.1% relative to benchmark, with volume at 0.0x its 20-day average. Reliable catalyst source: E0752.",
      "facts": [
        {
          "claim": "MRK moved +1.8% in the latest session, +2.1% relative to benchmark, with volume at 0.0x its 20-day average.",
          "source_id": "E0038",
          "timestamp": "2026-07-07T00:00:00+00:00"
        },
        {
          "claim": "HSBC Adjusts Price Target on Merck & Co to $150 From $135",
          "source_id": "E0752",
          "timestamp": "2026-07-06T11:33:40+00:00"
        },
        {
          "claim": "Rothschild & Co Redburn Adjusts Price Target on Merck to $145 From $140",
          "source_id": "E0753",
          "timestamp": "2026-07-06T10:37:13+00:00"
        },
        {
          "claim": "Merck (MRK) Wins New KEYTRUDA Approvals As Tulisokibart Clears A Phase 3 Test",
          "source_id": "E0754",
          "timestamp": "2026-07-04T23:09:45+00:00"
        },
        {
          "claim": "Merck (MRK) Stock Slides as Market Rises: Facts to Know Before You Trade",
          "source_id": "E0755",
          "timestamp": "2026-07-06T21:50:05+00:00"
        },
        {
          "claim": "MRK fundamentals snapshot: PE 35.04; market cap/assets $313.12B; revenue scale $65.59B; revenue QoQ -0.23%; revenue YoY 2.47%; gross margin 81.92%; net margin -26.03%; ROIC 14.06%; engine score health 55.00 / valuation 16.67.",
          "source_id": "E1804",
          "timestamp": "2026-07-06T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Merck & Co., Inc. operates as a healthcare company worldwide. It offers human health pharmaceutical for various areas under the Keytruda, Keytruda Qlex, Welireg, Gardasil, ProQuad, M-M-R II, Varivax, Vaxneuvance, Capvaxive, RotaTeq, Pneumovax 23, Bridion, Prevymis, Dificid, Zerb...",
        "gross_margin": "81.92%",
        "health_score": "55.00",
        "market_cap": "$313.12B",
        "name": "Merck & Co., Inc.",
        "net_margin": "-26.03%",
        "pe_ratio": "35.04",
        "revenue_growth_qoq": "-0.23%",
        "revenue_growth_yoy": "2.47%",
        "revenue_scale": "$65.59B",
        "roic": "14.06%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mrk/",
        "ticker": "MRK",
        "timestamp": "2026-07-06T00:00:00+00:00",
        "valuation_score": "16.67"
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of +2.1% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Attention thesis weakens if price closes below 126.78 or volume falls back below 1.3x the 20-day average without new evidence.",
      "market_is_trading": "The market is trading upside re-rating with volume confirmation.",
      "needs_verification": [
        "Check peer and sector confirmation before promoting the setup.",
        "Check whether the latest move holds through the next liquidity window."
      ],
      "realtime_quote": {
        "ticker": "MRK",
        "timestamp": "2026-07-07T13:41:41+00:00",
        "price": 128.65,
        "previous_close": 126.79,
        "change": 1.8599999999999994,
        "change_pct": 0.014669926650366705,
        "change_5d_pct": -0.005642331544767676,
        "change_20d_pct": 0.06507160381569532,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/MRK?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "near_local_high",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_analyst",
        "event_news",
        "catalyst_new_product",
        "event_news"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 30,
        "catalyst_strength": 5,
        "crowding_risk": 0,
        "expectation_gap": 4,
        "price_action": 9,
        "price_confirmation": 2,
        "risk_reward": 4,
        "time_sensitivity": 3,
        "total": 44,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 0
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0038",
        "E0752",
        "E0753",
        "E0754",
        "E0755",
        "E1804"
      ],
      "stage": "expanding",
      "theme": "new product catalyst",
      "ticker": "MRK",
      "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：Axon 面向警察、执法机构、监狱系统和部分企业安全客户销售 TASER 非致命武器、随身和车载摄像设备，以及证据管理、案件协作、调度与实时指挥软件。回款既有硬件采购，也有多年期云软件订阅、数据存储和配套服务。关键平台是 TASER 产品家族、Body 系列摄像头、Evidence.com 证据云、实时运营软件以及与公共安全机构的深度绑定。行业地位：Axon 在美国执法科技里有很强的产品联动优势，硬件切入后再叠加软件订阅，会形成较高的迁移成本。竞争对手包括 Motorola Solutions、Reveal、Cellebrite 以及其他公共安全软件商，关键经营变量是政府预算、云软件附着率、证据存储需求、产品责任与政策环境以及国际市场拓展速度。",
      "core_catalyst": "Needham Adjusts Price Target on Axon Enterprise to $750 From $600",
      "evidence_summary": "AXON moved +5.2% in the latest session, +5.5% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1317.",
      "facts": [
        {
          "claim": "AXON moved +5.2% in the latest session, +5.5% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0282",
          "timestamp": "2026-07-07T00:00:00+00:00"
        },
        {
          "claim": "Needham Adjusts Price Target on Axon Enterprise to $750 From $600",
          "source_id": "E1317",
          "timestamp": "2026-07-06T12:45:24+00:00"
        },
        {
          "claim": "Axon Extends Win Streak On Target Hike, World Cup Drone Defense",
          "source_id": "E1318",
          "timestamp": "2026-07-06T18:17:36+00:00"
        },
        {
          "claim": "Axon Crosses Its 200-Day SMA: Should You Buy the Stock Now?",
          "source_id": "E1319",
          "timestamp": "2026-07-06T16:27:00+00:00"
        },
        {
          "claim": "Axon and Rocket Lab rallied while chip stocks sank",
          "source_id": "E1320",
          "timestamp": "2026-07-05T03:17:00+00:00"
        },
        {
          "claim": "AXON fundamentals snapshot: PE 243.13; market cap/assets $50.14B; revenue scale $2.98B; revenue QoQ 1.33%; revenue YoY 34.00%; gross margin 59.12%; net margin 20.97%; ROIC 0.63%; engine score health 37.50 / valuation 8.33.",
          "source_id": "E1805",
          "timestamp": "2026-07-06T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Axon Enterprise, Inc. provides public safety technology solutions in the United States and internationally. The company operates in two segments, Software and Services, and Connected Devices. The Software and Services segment develops, manufactures, and sells cloud-based softwar...",
        "gross_margin": "59.12%",
        "health_score": "37.50",
        "market_cap": "$50.14B",
        "name": "Axon Enterprise, Inc.",
        "net_margin": "20.97%",
        "pe_ratio": "243.13",
        "revenue_growth_qoq": "1.33%",
        "revenue_growth_yoy": "34.00%",
        "revenue_scale": "$2.98B",
        "roic": "0.63%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/axon/",
        "ticker": "AXON",
        "timestamp": "2026-07-06T00:00:00+00:00",
        "valuation_score": "8.33"
      },
      "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": "Attention thesis weakens if price closes below 622.35 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": "AXON",
        "timestamp": "2026-07-07T13:41:42+00:00",
        "price": 652.14,
        "previous_close": 622.2,
        "change": 29.93999999999994,
        "change_pct": 0.048119575699131945,
        "change_5d_pct": 0.27720327497957276,
        "change_20d_pct": 0.341520625669369,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/AXON?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_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": 3,
        "expectation_gap": 1,
        "price_action": 15,
        "price_confirmation": 4,
        "risk_reward": 3,
        "time_sensitivity": 3,
        "total": 43,
        "tradability": 2,
        "tradability_score": 5,
        "volume_confirmation": 1
      },
      "setup_type": "long_research",
      "source_ids": [
        "E0282",
        "E1317",
        "E1318",
        "E1319",
        "E1320",
        "E1805"
      ],
      "stage": "late",
      "theme": "catalyst attention signal",
      "ticker": "AXON",
      "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：阿斯麦向台积电、三星、英特尔、存储厂商和其他晶圆厂销售 EUV、High-NA EUV、DUV 光刻设备，并提供装机、维护、升级、备件、软件、量测和工艺优化服务。收入来自新设备销售、服务合同、升级包和成熟机型出货，关键资产包括极紫外光源、光学系统、精密运动控制、供应链协同和长期客户锁定。行业地位：阿斯麦在先进制程 EUV 光刻领域具备近乎不可替代的地位，是全球半导体扩产周期的关键瓶颈。影响经营与股价的变量包括先进制程资本开支、High-NA 导入节奏、客户订单和延期、出口管制、供应链交付能力、服务收入稳定性、存储复苏和中国 DUV 需求。",
      "core_catalyst": "The Bull Case For ASML Holding (ENXTAM:ASML) Could Change Following AI-Fueled Backlog And Mistral Partnership",
      "evidence_summary": "ASML moved -4.6% in the latest session, -4.4% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E0703.",
      "facts": [
        {
          "claim": "ASML moved -4.6% in the latest session, -4.4% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0023",
          "timestamp": "2026-07-07T00:00:00+00:00"
        },
        {
          "claim": "The Bull Case For ASML Holding (ENXTAM:ASML) Could Change Following AI-Fueled Backlog And Mistral Partnership",
          "source_id": "E0703",
          "timestamp": "2026-07-06T18:10:30+00:00"
        },
        {
          "claim": "Bernstein Says the Street Is Badly Wrong on ASML",
          "source_id": "E0704",
          "timestamp": "2026-07-06T17:06:21+00:00"
        },
        {
          "claim": "ASML Stock Gains Over 5% — Why Bernstein Thinks ASML Holding Can Keep Climbing After Nearly 140% Run In The Past Year",
          "source_id": "E0705",
          "timestamp": "2026-07-06T16:31:57+00:00"
        },
        {
          "claim": "ASML reports transactions under its current share buyback program",
          "source_id": "E0706",
          "timestamp": "2026-07-06T12:00:00+00:00"
        },
        {
          "claim": "ASML fundamentals snapshot: PE 62.03; market cap/assets $715.48B; revenue scale $33.69B; revenue QoQ -9.79%; revenue YoY 37.68%; gross margin 52.98%; net margin 31.44%; ROIC 24.39%; engine score health 77.00 / valuation n/a.",
          "source_id": "E1806",
          "timestamp": "2026-06-23T00:00:00+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "ASML Holding N.V. provides lithography solutions for the development, production, marketing, sales, upgrading, and servicing of advanced semiconductor equipment systems. The company offers lithography, metrology, and inspection systems. It also provides extreme ultraviolet litho...",
        "gross_margin": "52.98%",
        "health_score": "77.00",
        "market_cap": "$715.48B",
        "name": "ASML Holding N.V.",
        "net_margin": "31.44%",
        "pe_ratio": "62.03",
        "revenue_growth_qoq": "-9.79%",
        "revenue_growth_yoy": "37.68%",
        "revenue_scale": "$33.69B",
        "roic": "24.39%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/asml/",
        "ticker": "ASML",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "grade_cap_reason": "fewer than two reliable facts",
      "inferences": [
        "Relative move of -4.4% suggests attention shifted faster than the benchmark on the latest session."
      ],
      "invalidation": "Downside attention thesis weakens if price recovers above 1825.07 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": "ASML",
        "timestamp": "2026-07-07T13:41:44+00:00",
        "price": 1743.47,
        "previous_close": 1825.07,
        "change": -81.59999999999991,
        "change_pct": -0.04471061383946917,
        "change_5d_pct": -0.07415391901577795,
        "change_20d_pct": 0.06196475103898891,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/ASML?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "benchmark_relative_move",
        "gap_move",
        "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": 11,
        "price_confirmation": 4,
        "risk_reward": 4,
        "time_sensitivity": 4,
        "total": 43,
        "tradability": 3,
        "tradability_score": 7,
        "volume_confirmation": 3
      },
      "setup_type": "hedge_review",
      "source_ids": [
        "E0023",
        "E0703",
        "E0704",
        "E0705",
        "E0706",
        "E1806"
      ],
      "stage": "reversal_risk",
      "theme": "supply-demand mismatch",
      "ticker": "ASML",
      "trading_hypothesis": "Research path: compare equity breadth, credit beta, and volatility products before selecting any hedge expression."
    },
    {
      "action_label": "Research Now",
      "action_type": "earnings",
      "attention_grade": "B",
      "business_summary": "业务：安靠科技为无晶圆厂设计公司、IDM 和晶圆代工厂提供外包半导体封装与测试服务。收入来自各类封装制程、晶圆探针、成品测试和系统级封装，服务的终端市场覆盖高性能计算、通信、汽车、消费电子和工业。关键能力是先进封装工艺、全球制造基地、与前道晶圆厂协同的量产交付，以及在车规和高性能芯片上的封测经验。行业地位：Amkor 是全球头部 OSAT 厂商之一，强项在先进封装、客户广度和跨地区产能布局。竞争对手包括 ASE、长电科技、PTI、Hana 等封测厂，关键经营变量是封装代际升级、产能利用率、终端芯片需求、资本开支和大客户项目导入。",
      "core_catalyst": "Amkor Technology to Announce Second Quarter 2026 Financial Results on July 27, 2026",
      "evidence_summary": "AMKR moved -5.9% in the latest session, -5.6% relative to benchmark, with volume at 0.1x its 20-day average. Reliable catalyst source: E1469.",
      "facts": [
        {
          "claim": "AMKR moved -5.9% in the latest session, -5.6% relative to benchmark, with volume at 0.1x its 20-day average.",
          "source_id": "E0380",
          "timestamp": "2026-07-07T00:00:00+00:00"
        },
        {
          "claim": "Amkor Technology to Announce Second Quarter 2026 Financial Results on July 27, 2026",
          "source_id": "E1469",
          "timestamp": "2026-07-07T12:30:00+00:00"
        },
        {
          "claim": "Amkor Technology (AMKR) Expected to Benefit From Pivot Toward Advanced Packaging Technologies",
          "source_id": "E1470",
          "timestamp": "2026-07-06T00:15:53+00:00"
        },
        {
          "claim": "AMKR fundamentals snapshot: PE 53.12; market cap/assets $19.01B; revenue scale $7.07B; revenue QoQ -10.8%; revenue YoY 27.48%; gross margin 14.19%; net margin 4.98%; ROIC 1.80%.",
          "source_id": "E1807",
          "timestamp": "2026-07-07T13:41:35.587487+00:00"
        }
      ],
      "fundamentals": {
        "asset_type": "equity",
        "business_summary": "Amkor Technology, Inc. provides outsourced semiconductor packaging and test services in the United States, Japan, Europe, and the Asia Pacific. It offers turnkey packaging and test services, including semiconductor wafer bump, wafer probe, wafer back-grind, package design, packa...",
        "gross_margin": "14.19%",
        "health_score": null,
        "market_cap": "$19.01B",
        "name": "Amkor Technology, Inc.",
        "net_margin": "4.98%",
        "pe_ratio": "53.12",
        "revenue_growth_qoq": "-10.8%",
        "revenue_growth_yoy": "27.48%",
        "revenue_scale": "$7.07B",
        "roic": "1.80%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/amkr/",
        "ticker": "AMKR",
        "timestamp": "2026-07-07T13:41:35.587487+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": "Downside attention thesis weakens if price recovers above 69.88 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": "AMKR",
        "timestamp": "2026-07-07T13:41:26+00:00",
        "price": 66.09,
        "previous_close": 69.88,
        "change": -3.789999999999992,
        "change_pct": -0.05423583285632505,
        "change_5d_pct": -0.19735240539976584,
        "change_20d_pct": 0.017552010859465783,
        "market_state": "unknown",
        "source_ref": "https://query1.finance.yahoo.com/v8/finance/chart/AMKR?range=1d&interval=1m&includePrePost=true"
      },
      "reason_tags": [
        "large_1d_move",
        "large_5d_move",
        "benchmark_relative_move",
        "gap_move",
        "event_earnings",
        "catalyst_earnings",
        "event_news",
        "catalyst_geopolitics"
      ],
      "risk_summary": "Main risks are false breakout, stale catalyst, and weak peer confirmation.",
      "score": {
        "catalyst_quality": 28,
        "catalyst_strength": 5,
        "crowding_risk": 2,
        "expectation_gap": 2,
        "price_action": 13,
        "price_confirmation": 4,
        "risk_reward": 3,
        "time_sensitivity": 4,
        "total": 43,
        "tradability": 1,
        "tradability_score": 2,
        "volume_confirmation": 0
      },
      "setup_type": "short_avoid",
      "source_ids": [
        "E0380",
        "E1469",
        "E1470",
        "E1807"
      ],
      "stage": "reversal_risk",
      "theme": "geopolitical risk",
      "ticker": "AMKR",
      "trading_hypothesis": "Research path: verify whether the negative catalyst changes forward demand, margin, or multiple assumptions."
    }
  ],
  "evidence": [
    {
      "claim": "ETF regime snapshot: SPY -0.3%, QQQ -1.4%, IWM -0.1%, HYG -0.0%, TLT -0.4%, VIXY +0.4%.",
      "confidence": 0.93,
      "publisher": "Mock ETF Regime Feed",
      "raw_value": {
        "HYG": -0.00037561036684619076,
        "IWM": -0.0011375041820005372,
        "QQQ": -0.014125231731274779,
        "SPY": -0.002635502076456242,
        "TLT": -0.003510825043885335,
        "VIXY": 0.004358353510895974
      },
      "source_id": "E0001",
      "source_type": "macro",
      "ticker": "MARKET",
      "tier": 1,
      "timestamp": "2026-07-07T00:00:00+00:00",
      "url_or_provider_ref": "mock://regime/2026-07-07"
    },
    {
      "claim": "SPY moved -0.3% in the latest session, +0.0% relative to SPY, with volume at 0.0x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
        "avg_abs_return_20d": 0.008776447777681329,
        "benchmark_return_1d": -0.002635502076456242,
        "benchmark_return_5d": 0.011201079622132237,
        "body_to_range": 0.3146067415729878,
        "breakdown_20d": false,
        "breakout_20d": false,
        "close": 749.3,
        "close_location": 0.06741573033707793,
        "consecutive_down_days": 1,
        "consecutive_up_days": 0,
        "dollar_volume": 1999558002.3999999,
        "gap_pct": -0.0033808966031305676,
        "high_52w_distance_pct": 0.014813826237821903,
        "latest_date": "2026-07-07",
        "low_52w_distance_pct": 0.1907259089753368,
        "lower_wick_to_range": -0.24719101123590984,
        "previous_close": 751.28,
        "relative_return_1d": 0.0,
        "relative_return_5d": 0.0,
        "return_1d": -0.002635502076456242,
        "return_1d_vs_avg_abs_20d": 0.300292572031064,
        "return_5d": 0.011201079622132237,
        "ticker": "SPY",
        "upper_wick_to_range": 0.9325842696629221,
        "volume_ratio_20d": 0.041260324288453415
      },
      "source_id": "E0002",
      "source_type": "market_data",
      "ticker": "SPY",
      "tier": 1,
      "timestamp": "2026-07-07T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/SPY/2026-07-07"
    },
    {
      "claim": "IWM moved -0.1% in the latest session, +0.1% relative to benchmark, with volume at 0.0x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
        "avg_abs_return_20d": 0.009664567245314832,
        "benchmark_return_1d": -0.002635502076456242,
        "benchmark_return_5d": 0.011201079622132237,
        "body_to_range": 0.5617198335644925,
        "breakdown_20d": false,
        "breakout_20d": false,
        "close": 298.56,
        "close_location": 0.02080443828018683,
        "consecutive_down_days": 1,
        "consecutive_up_days": 0,
        "dollar_volume": 386252744.64,
        "gap_pct": -0.0038474406155903917,
        "high_52w_distance_pct": 0.01393354769560573,
        "latest_date": "2026-07-07",
        "low_52w_distance_pct": 0.2508274330721858,
        "lower_wick_to_range": -0.5409153952843057,
        "previous_close": 298.9,
        "relative_return_1d": 0.0014979978944557049,
        "relative_return_5d": -0.0125724546764856,
        "return_1d": -0.0011375041820005372,
        "return_1d_vs_avg_abs_20d": 0.1176984083329726,
        "return_5d": -0.0013713750543533632,
        "ticker": "IWM",
        "upper_wick_to_range": 0.9791955617198131,
        "volume_ratio_20d": 0.043544028653751295
      },
      "source_id": "E0003",
      "source_type": "market_data",
      "ticker": "IWM",
      "tier": 1,
      "timestamp": "2026-07-07T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/IWM/2026-07-07"
    },
    {
      "claim": "DIA moved +0.1% in the latest session, +0.4% relative to benchmark, with volume at 0.1x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
        "avg_abs_return_20d": 0.006137651130380312,
        "benchmark_return_1d": -0.002635502076456242,
        "benchmark_return_5d": 0.011201079622132237,
        "body_to_range": 1.109289617486368,
        "breakdown_20d": false,
        "breakout_20d": true,
        "close": 530.75,
        "close_location": 0.02185792349724875,
        "consecutive_down_days": 0,
        "consecutive_up_days": 6,
        "dollar_volume": 368234350.0,
        "gap_pct": -0.002584466788658535,
        "high_52w_distance_pct": 0.0033725859632594,
        "latest_date": "2026-07-07",
        "low_52w_distance_pct": 0.178292336382204,
        "lower_wick_to_range": -1.0874316939891193,
        "previous_close": 530.09,
        "relative_return_1d": 0.0038805736680725955,
        "relative_return_5d": 0.006185057473405253,
        "return_1d": 0.0012450715916163535,
        "return_1d_vs_avg_abs_20d": 0.20285799325632317,
        "return_5d": 0.01738613709553749,
        "ticker": "DIA",
        "upper_wick_to_range": 0.9781420765027512,
        "volume_ratio_20d": 0.13071292047669333
      },
      "source_id": "E0004",
      "source_type": "market_data",
      "ticker": "DIA",
      "tier": 1,
      "timestamp": "2026-07-07T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/DIA/2026-07-07"
    },
    {
      "claim": "TLT moved -0.4% in the latest session, -0.1% relative to benchmark, with volume at 0.0x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
        "avg_abs_return_20d": 0.004703923751655769,
        "benchmark_return_1d": -0.002635502076456242,
        "benchmark_return_5d": 0.011201079622132237,
        "body_to_range": 0.3333333333333965,
        "breakdown_20d": false,
        "breakout_20d": false,
        "close": 85.15,
        "close_location": 0.8,
        "consecutive_down_days": 5,
        "consecutive_up_days": 0,
        "dollar_volume": 75724746.5,
        "gap_pct": -0.0038033937975424648,
        "high_52w_distance_pct": 0.06705813270698768,
        "latest_date": "2026-07-07",
        "low_52w_distance_pct": 0.02875437960613758,
        "lower_wick_to_range": 0.4666666666666035,
        "previous_close": 85.45,
        "relative_return_1d": -0.000875322967429093,
        "relative_return_5d": -0.03750182290400761,
        "return_1d": -0.003510825043885335,
        "return_1d_vs_avg_abs_20d": 0.7463609593266756,
        "return_5d": -0.02630074328187537,
        "ticker": "TLT",
        "upper_wick_to_range": 0.2,
        "volume_ratio_20d": 0.034236254835292086
      },
      "source_id": "E0005",
      "source_type": "market_data",
      "ticker": "TLT",
      "tier": 1,
      "timestamp": "2026-07-07T00:00:00+00:00",
      "url_or_provider_ref": "provider://market/TLT/2026-07-07"
    },
    {
      "claim": "HYG moved -0.0% in the latest session, +0.2% relative to benchmark, with volume at 0.0x its 20-day average.",
      "confidence": 0.98,
      "publisher": "YahooChartMarketDataProvider",
      "raw_value": {
        "avg_abs_return_20d": 0.0018929931382122677,
        "benchmark_return_1d": -0.002635502076456242,
        "benchmark_return_5d": 0.011201079622132237,
        "body_to_range": 2.4444444444443394,
        "breakdown_20d": false,
        "breakout_20d": false,
        "close": 79.84,
        "close_location": 0.2222222222223275,
        "consecutive_down_days": 1,
        "consecutive_up_days": 0,
        "dollar_volume": 31423986.080000002,
        "gap_pct": -0.0017528483786152238,
        "high_52w_distance_pct": 0.01753507014028055,
        "latest_date": "2026-07-07",
        "low_52w_distance_pct": 0.016163930253277448,
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      "claim": "SEC 4 filing: 4 2026-07-02",
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      "claim": "Meta Platforms Just Gave a Massive Warning to CoreWeave and Nebius. Is It Time to Sell These AI Infrastructure Stocks?",
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      "claim": "NBIS Stock Down About 30% From Peak Amid Meta AI Cloud Threat — But Retail Still Believes In Neocloud Opportunity",
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      "claim": "Cenovus' Integrated Structure Offers an Edge Amid Lower Oil Prices",
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      "claim": "Should You Buy Imperial Oil Stock After Its Strong Outperformance?",
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      "claim": "Travelers Publishes Its 2025 Sustainability Report",
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      "claim": "Solid Waste Management Market Expansion Aids RSG Amid Low Liquidity",
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      "claim": "Realty Income (O) Prices New Notes, Is The Stock Already Fully Valued?",
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      "claim": "Barclays Adjusts Aflac Price Target to $98 From $99",
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      "claim": "Why Occidental (OXY) is Poised to Beat Earnings Estimates Again",
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      "claim": "Better Energy Stock to Own in the Second Half of 2026: Energy Transfer or Occidental Petroleum?",
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      "claim": "Diamondback Energy’s (FANG) Viper Energy Completes Acquisition of Riverbend Oil & Gas IX Assets",
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      "claim": "Wolfe Research starts Ferrari at Outperform, sees ’solid upside potential’",
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      "claim": "New Jersey Resources Schedules Fiscal 2026 Third Quarter Earnings Call",
      "confidence": 0.78,
      "publisher": "Business Wire",
      "raw_value": {
        "catalyst_bucket": "earnings",
        "headline": "New Jersey Resources Schedules Fiscal 2026 Third Quarter Earnings Call"
      },
      "source_id": "E1759",
      "source_type": "earnings",
      "ticker": "NJR",
      "tier": 2,
      "timestamp": "2026-07-07T11:00:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/energy/articles/jersey-resources-schedules-fiscal-2026-110000252.html"
    },
    {
      "claim": "RBC Capital Adjusts Liberty Energy Price Target to $34 From $32, Maintains Sector Perform Rating",
      "confidence": 0.78,
      "publisher": "MT Newswires",
      "raw_value": {
        "catalyst_bucket": "regulatory_policy",
        "headline": "RBC Capital Adjusts Liberty Energy Price Target to $34 From $32, Maintains Sector Perform Rating"
      },
      "source_id": "E1760",
      "source_type": "news",
      "ticker": "LBRT",
      "tier": 2,
      "timestamp": "2026-07-06T12:07:43+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/rbc-capital-adjusts-liberty-energy-120743421.html"
    },
    {
      "claim": "Sector Update: Energy Stocks Mixed Monday Afternoon",
      "confidence": 0.78,
      "publisher": "MT Newswires",
      "raw_value": {
        "catalyst_bucket": "regulatory_policy",
        "headline": "Sector Update: Energy Stocks Mixed Monday Afternoon"
      },
      "source_id": "E1761",
      "source_type": "news",
      "ticker": "SEI",
      "tier": 2,
      "timestamp": "2026-07-06T17:54:11+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/energy/articles/sector-energy-stocks-mixed-monday-175411874.html"
    },
    {
      "claim": "Sector Update: Energy Stocks Decline Premarket Monday",
      "confidence": 0.78,
      "publisher": "MT Newswires",
      "raw_value": {
        "catalyst_bucket": "regulatory_policy",
        "headline": "Sector Update: Energy Stocks Decline Premarket Monday"
      },
      "source_id": "E1762",
      "source_type": "news",
      "ticker": "SEI",
      "tier": 2,
      "timestamp": "2026-07-06T13:28:22+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/energy/articles/sector-energy-stocks-decline-premarket-132822878.html"
    },
    {
      "claim": "Why Solaris Energy Infrastructure (SEI) Stock Is Trading Up Today",
      "confidence": 0.62,
      "publisher": "StockStory",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Why Solaris Energy Infrastructure (SEI) Stock Is Trading Up Today"
      },
      "source_id": "E1763",
      "source_type": "news",
      "ticker": "SEI",
      "tier": 2,
      "timestamp": "2026-07-06T21:00:01+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/energy/articles/why-solaris-energy-infrastructure-sei-210001240.html"
    },
    {
      "claim": "Is Solaris Energy Infrastructure (SEI) One of the Best Oil and Gas Stocks to Buy for the Next Decade?",
      "confidence": 0.62,
      "publisher": "Insider Monkey",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Is Solaris Energy Infrastructure (SEI) One of the Best Oil and Gas Stocks to Buy for the Next Decade?"
      },
      "source_id": "E1764",
      "source_type": "news",
      "ticker": "SEI",
      "tier": 2,
      "timestamp": "2026-07-06T17:02:16+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/energy/articles/solaris-energy-infrastructure-sei-one-170216440.html"
    },
    {
      "claim": "Has PBF Energy (PBF) Risen Too Far After Refining Recovery?",
      "confidence": 0.62,
      "publisher": "Simply Wall St.",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Has PBF Energy (PBF) Risen Too Far After Refining Recovery?"
      },
      "source_id": "E1765",
      "source_type": "news",
      "ticker": "PBF",
      "tier": 2,
      "timestamp": "2026-07-04T08:10:24+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/pbf-energy-pbf-risen-too-081024461.html"
    },
    {
      "claim": "CNX Resources Corporation Announces Second Quarter 2026 Financial Results and Q&A Conference Call Schedule",
      "confidence": 0.78,
      "publisher": "PR Newswire",
      "raw_value": {
        "catalyst_bucket": "earnings",
        "headline": "CNX Resources Corporation Announces Second Quarter 2026 Financial Results and Q&A Conference Call Schedule"
      },
      "source_id": "E1766",
      "source_type": "earnings",
      "ticker": "CNX",
      "tier": 2,
      "timestamp": "2026-07-06T20:15:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/cnx-resources-corporation-announces-second-201500951.html"
    },
    {
      "claim": "Parsons Wins Construction Management Contract for Qatar's Lusail City",
      "confidence": 0.78,
      "publisher": "MT Newswires",
      "raw_value": {
        "catalyst_bucket": "contract_order",
        "headline": "Parsons Wins Construction Management Contract for Qatar's Lusail City"
      },
      "source_id": "E1767",
      "source_type": "news",
      "ticker": "PSN",
      "tier": 2,
      "timestamp": "2026-07-07T10:55:08+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/real-estate/articles/parsons-wins-construction-management-contract-105508744.html"
    },
    {
      "claim": "Parsons Awarded Program and Construction Management Contract for Lusail Development in Qatar",
      "confidence": 0.78,
      "publisher": "GlobeNewswire",
      "raw_value": {
        "catalyst_bucket": "geopolitics",
        "headline": "Parsons Awarded Program and Construction Management Contract for Lusail Development in Qatar"
      },
      "source_id": "E1768",
      "source_type": "news",
      "ticker": "PSN",
      "tier": 2,
      "timestamp": "2026-07-07T10:30:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/real-estate/articles/parsons-awarded-program-construction-management-103000572.html"
    },
    {
      "claim": "Parsons (PSN) Expands PFAS Remediation Push, Is The Stock Cheap Or Pricey?",
      "confidence": 0.62,
      "publisher": "Simply Wall St.",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Parsons (PSN) Expands PFAS Remediation Push, Is The Stock Cheap Or Pricey?"
      },
      "source_id": "E1769",
      "source_type": "news",
      "ticker": "PSN",
      "tier": 2,
      "timestamp": "2026-07-07T07:16:44+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/parsons-psn-expands-pfas-remediation-071644015.html"
    },
    {
      "claim": "Parsons (PSN) Joins Raft Defense Program For Indo Pacific AI Push",
      "confidence": 0.62,
      "publisher": "Simply Wall St.",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Parsons (PSN) Joins Raft Defense Program For Indo Pacific AI Push"
      },
      "source_id": "E1770",
      "source_type": "news",
      "ticker": "PSN",
      "tier": 2,
      "timestamp": "2026-07-07T03:20:05+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/technology/ai/articles/parsons-psn-joins-raft-defense-032005130.html"
    },
    {
      "claim": "Okta upgraded, Datadog downgraded: Wall Street's top analyst calls",
      "confidence": 0.78,
      "publisher": "The Fly",
      "raw_value": {
        "catalyst_bucket": "analyst",
        "headline": "Okta upgraded, Datadog downgraded: Wall Street's top analyst calls"
      },
      "source_id": "E1771",
      "source_type": "news",
      "ticker": "S",
      "tier": 2,
      "timestamp": "2026-07-06T13:47:50+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/news/marvell-upgraded-trade-desk-downgraded-143122342.html"
    },
    {
      "claim": "Scotiabank Upgrades SentinelOne to Sector Outperform From Sector Perform, Adjusts Price Target to $23.50 From $16",
      "confidence": 0.78,
      "publisher": "MT Newswires",
      "raw_value": {
        "catalyst_bucket": "regulatory_policy",
        "headline": "Scotiabank Upgrades SentinelOne to Sector Outperform From Sector Perform, Adjusts Price Target to $23.50 From $16"
      },
      "source_id": "E1772",
      "source_type": "news",
      "ticker": "S",
      "tier": 2,
      "timestamp": "2026-07-06T11:50:02+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/scotiabank-upgrades-sentinelone-sector-outperform-115002381.html"
    },
    {
      "claim": "Why SentinelOne (S) Stock Is Up Today",
      "confidence": 0.62,
      "publisher": "StockStory",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Why SentinelOne (S) Stock Is Up Today"
      },
      "source_id": "E1773",
      "source_type": "news",
      "ticker": "S",
      "tier": 2,
      "timestamp": "2026-07-06T19:24:01+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/why-sentinelone-stock-today-192401598.html"
    },
    {
      "claim": "Why Is Everyone Talking About SentinelOne Stock Right Now?",
      "confidence": 0.62,
      "publisher": "Motley Fool",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Why Is Everyone Talking About SentinelOne Stock Right Now?"
      },
      "source_id": "E1774",
      "source_type": "news",
      "ticker": "S",
      "tier": 2,
      "timestamp": "2026-07-04T16:20:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/m/8246054a-e311-3181-97bf-214551e5336e/why-is-everyone-talking-about.html"
    },
    {
      "claim": "Zacks Industry Outlook Highlights EMCOR, MasTec, Dycom and Tutor Perini",
      "confidence": 0.78,
      "publisher": "Zacks",
      "raw_value": {
        "catalyst_bucket": "earnings",
        "headline": "Zacks Industry Outlook Highlights EMCOR, MasTec, Dycom and Tutor Perini"
      },
      "source_id": "E1775",
      "source_type": "earnings",
      "ticker": "TPC",
      "tier": 2,
      "timestamp": "2026-07-06T08:48:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/zacks-industry-outlook-highlights-emcor-084800268.html"
    },
    {
      "claim": "Tutor Perini Completes $400 Million Senior Notes Redemption",
      "confidence": 0.62,
      "publisher": "MT Newswires",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Tutor Perini Completes $400 Million Senior Notes Redemption"
      },
      "source_id": "E1776",
      "source_type": "news",
      "ticker": "TPC",
      "tier": 2,
      "timestamp": "2026-07-06T13:53:07+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/tutor-perini-completes-400-million-135307056.html"
    },
    {
      "claim": "Tutor Perini Completes Redemption of $400 Million of Senior Notes and Amendment and Restatement of Credit Agreement",
      "confidence": 0.62,
      "publisher": "Business Wire",
      "raw_value": {
        "catalyst_bucket": "technical_only",
        "headline": "Tutor Perini Completes Redemption of $400 Million of Senior Notes and Amendment and Restatement of Credit Agreement"
      },
      "source_id": "E1777",
      "source_type": "news",
      "ticker": "TPC",
      "tier": 2,
      "timestamp": "2026-07-06T13:00:00+00:00",
      "url_or_provider_ref": "https://finance.yahoo.com/markets/stocks/articles/tutor-perini-completes-redemption-400-130000604.html"
    },
    {
      "claim": "MU fundamentals snapshot: PE 22.03; market cap/assets $1.11T; revenue scale $90.27B; revenue QoQ 73.75%; revenue YoY 166.98%; gross margin 84.56%; net margin 68.13%; ROIC 44.27%; engine score health 72.86 / valuation 85.71.",
      "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": "72.86",
        "market_cap": "$1.11T",
        "name": "Micron Technology, Inc.",
        "net_margin": "68.13%",
        "pe_ratio": "22.03",
        "revenue_growth_qoq": "73.75%",
        "revenue_growth_yoy": "166.98%",
        "revenue_scale": "$90.27B",
        "roic": "44.27%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mu/",
        "ticker": "MU",
        "timestamp": "2026-07-06T00:00:00+00:00",
        "valuation_score": "85.71"
      },
      "source_id": "E1778",
      "source_type": "fundamentals",
      "ticker": "MU",
      "tier": 2,
      "timestamp": "2026-07-06T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mu/"
    },
    {
      "claim": "LRCX fundamentals snapshot: PE 65.28; market cap/assets $437.94B; revenue scale $21.68B; revenue QoQ 9.29%; revenue YoY 26.53%; gross margin 49.83%; net margin 31.25%; ROIC 35.72%; engine score health 71.54 / valuation 35.71.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": "49.83%",
        "health_score": "71.54",
        "market_cap": "$437.94B",
        "name": "Lam Research Corporation",
        "net_margin": "31.25%",
        "pe_ratio": "65.28",
        "revenue_growth_qoq": "9.29%",
        "revenue_growth_yoy": "26.53%",
        "revenue_scale": "$21.68B",
        "roic": "35.72%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "LRCX",
        "timestamp": "2026-07-06T00:00:00+00:00",
        "valuation_score": "35.71"
      },
      "source_id": "E1779",
      "source_type": "fundamentals",
      "ticker": "LRCX",
      "tier": 2,
      "timestamp": "2026-07-06T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti"
    },
    {
      "claim": "SNDK fundamentals snapshot: PE 57.28; market cap/assets $258.18B; 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 73.75 / valuation 37.50.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "",
        "gross_margin": "78.35%",
        "health_score": "73.75",
        "market_cap": "$258.18B",
        "name": "Sandisk Corporation",
        "net_margin": "60.76%",
        "pe_ratio": "57.28",
        "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/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti",
        "ticker": "SNDK",
        "timestamp": "2026-07-06T00:00:00+00:00",
        "valuation_score": "37.50"
      },
      "source_id": "E1780",
      "source_type": "fundamentals",
      "ticker": "SNDK",
      "tier": 2,
      "timestamp": "2026-07-06T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti"
    },
    {
      "claim": "RIVN fundamentals snapshot: PE n/a; market cap/assets $18.06B; revenue scale $5.53B; revenue QoQ +7.4%; revenue YoY 11.37%; gross margin 8.62%; net margin -30.12%; ROIC -21.60%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Rivian Automotive, Inc., together with its subsidiaries, develops, manufactures, and sells category-defining electric vehicles. It operates through two segments, Automotive, and Software and Services. The company offers consumer vehicles, including a two-row, five-passenger pick...",
        "gross_margin": "8.62%",
        "health_score": null,
        "market_cap": "$18.06B",
        "name": "Rivian Automotive, Inc.",
        "net_margin": "-30.12%",
        "pe_ratio": null,
        "revenue_growth_qoq": "+7.4%",
        "revenue_growth_yoy": "11.37%",
        "revenue_scale": "$5.53B",
        "roic": "-21.60%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/rivn/",
        "ticker": "RIVN",
        "timestamp": "2026-07-07T13:41:22.185160+00:00",
        "valuation_score": null
      },
      "source_id": "E1781",
      "source_type": "fundamentals",
      "ticker": "RIVN",
      "tier": 2,
      "timestamp": "2026-07-07T13:41:22.185160+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/rivn/"
    },
    {
      "claim": "KLAC fundamentals snapshot: PE 6.53; market cap/assets $30.48B; revenue scale $13.10B; revenue QoQ 3.58%; revenue YoY 13.41%; gross margin 61.12%; net margin 35.17%; ROIC 32.35%; engine score health 70.05 / valuation 100.00.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "KLA Corporation, together with its subsidiaries, designs, manufactures, and markets process control, process-enabling, and yield management solutions for the semiconductor and related electronics industries worldwide. The company operates through three segments: Semiconductor Pr...",
        "gross_margin": "61.12%",
        "health_score": "70.05",
        "market_cap": "$30.48B",
        "name": "KLA Corporation",
        "net_margin": "35.17%",
        "pe_ratio": "6.53",
        "revenue_growth_qoq": "3.58%",
        "revenue_growth_yoy": "13.41%",
        "revenue_scale": "$13.10B",
        "roic": "32.35%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/klac/",
        "ticker": "KLAC",
        "timestamp": "2026-07-06T00:00:00+00:00",
        "valuation_score": "100.00"
      },
      "source_id": "E1782",
      "source_type": "fundamentals",
      "ticker": "KLAC",
      "tier": 2,
      "timestamp": "2026-07-06T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/klac/"
    },
    {
      "claim": "ALAB fundamentals snapshot: PE 270.78; market cap/assets $36.71B; revenue scale $1.00B; revenue QoQ +14.0%; revenue YoY 93.40%; gross margin 76.26%; net margin 26.04%; ROIC 27.93%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Astera Labs, Inc. designs, manufactures, and sells semiconductor-based connectivity solutions for cloud and AI infrastructure in Taiwan and the United States. It offers an intelligent connectivity platform, comprised of semiconductor-based, high-speed, mixed-signal connectivity...",
        "gross_margin": "76.26%",
        "health_score": null,
        "market_cap": "$36.71B",
        "name": "Astera Labs, Inc. Common Stock",
        "net_margin": "26.04%",
        "pe_ratio": "270.78",
        "revenue_growth_qoq": "+14.0%",
        "revenue_growth_yoy": "93.40%",
        "revenue_scale": "$1.00B",
        "roic": "27.93%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/alab/",
        "ticker": "ALAB",
        "timestamp": "2026-07-07T13:41:22.184226+00:00",
        "valuation_score": null
      },
      "source_id": "E1783",
      "source_type": "fundamentals",
      "ticker": "ALAB",
      "tier": 2,
      "timestamp": "2026-07-07T13:41:22.184226+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/alab/"
    },
    {
      "claim": "TER fundamentals snapshot: PE 69.56; market cap/assets $59.41B; revenue scale $3.79B; revenue QoQ 18.38%; revenue YoY 30.32%; gross margin 60.89%; net margin 31.10%; ROIC 22.99%; engine score health 57.42 / valuation 28.57.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Teradyne, Inc. engages in the design, development, manufacture, and sale of automated test systems and robotics products in the United States, Asia Pacific, Europe, the Middle East, and Africa. The company operates through Semiconductor Test, Robotics, and Other segments. The Se...",
        "gross_margin": "60.89%",
        "health_score": "57.42",
        "market_cap": "$59.41B",
        "name": "Teradyne, Inc.",
        "net_margin": "31.10%",
        "pe_ratio": "69.56",
        "revenue_growth_qoq": "18.38%",
        "revenue_growth_yoy": "30.32%",
        "revenue_scale": "$3.79B",
        "roic": "22.99%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ter/",
        "ticker": "TER",
        "timestamp": "2026-07-06T00:00:00+00:00",
        "valuation_score": "28.57"
      },
      "source_id": "E1784",
      "source_type": "fundamentals",
      "ticker": "TER",
      "tier": 2,
      "timestamp": "2026-07-06T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ter/"
    },
    {
      "claim": "MRVL fundamentals snapshot: PE 86.30; market cap/assets $218.06B; revenue scale $8.72B; revenue QoQ 8.97%; revenue YoY 34.07%; gross margin 52.15%; net margin 1.43%; ROIC 5.20%; engine score health 45.93 / valuation 14.29.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Marvell Technology, Inc., together with its subsidiaries, provides data infrastructure semiconductor solutions and spanning the data center core to network edge in the United States, Argentina, China, India, Israel, Japan, Singapore, South Korea, Taiwan, Vietnam, and internation...",
        "gross_margin": "52.15%",
        "health_score": "45.93",
        "market_cap": "$218.06B",
        "name": "Marvell Technology, Inc.",
        "net_margin": "1.43%",
        "pe_ratio": "86.30",
        "revenue_growth_qoq": "8.97%",
        "revenue_growth_yoy": "34.07%",
        "revenue_scale": "$8.72B",
        "roic": "5.20%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mrvl/",
        "ticker": "MRVL",
        "timestamp": "2026-07-06T00:00:00+00:00",
        "valuation_score": "14.29"
      },
      "source_id": "E1785",
      "source_type": "fundamentals",
      "ticker": "MRVL",
      "tier": 2,
      "timestamp": "2026-07-06T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mrvl/"
    },
    {
      "claim": "NBIS fundamentals snapshot: PE 64.30; market cap/assets $42.22B; revenue scale $877.90M; revenue QoQ +75.2%; revenue YoY 683.89%; gross margin 73.98%; net margin 155.69%; ROIC -1.95%.",
      "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": "73.98%",
        "health_score": null,
        "market_cap": "$42.22B",
        "name": "Nebius Group N.V.",
        "net_margin": "155.69%",
        "pe_ratio": "64.30",
        "revenue_growth_qoq": "+75.2%",
        "revenue_growth_yoy": "683.89%",
        "revenue_scale": "$877.90M",
        "roic": "-1.95%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/nbis/",
        "ticker": "NBIS",
        "timestamp": "2026-07-07T13:41:26.682934+00:00",
        "valuation_score": null
      },
      "source_id": "E1786",
      "source_type": "fundamentals",
      "ticker": "NBIS",
      "tier": 2,
      "timestamp": "2026-07-07T13:41:26.682934+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/nbis/"
    },
    {
      "claim": "DASH fundamentals snapshot: PE 89.83; market cap/assets $85.74B; revenue scale $14.72B; revenue QoQ 2.05%; revenue YoY 30.96%; gross margin 50.64%; net margin 4.53%; ROIC 3.65%; engine score health 72.00 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "DoorDash, Inc., together with its subsidiaries, operates a commerce platform that connects merchants, consumers, and dashers in the United States and internationally. The company operates DoorDash Marketplace, Wolt Marketplace, and Deliveroo Marketplace, which provide various se...",
        "gross_margin": "50.64%",
        "health_score": "72.00",
        "market_cap": "$85.74B",
        "name": "DoorDash, Inc.",
        "net_margin": "4.53%",
        "pe_ratio": "89.83",
        "revenue_growth_qoq": "2.05%",
        "revenue_growth_yoy": "30.96%",
        "revenue_scale": "$14.72B",
        "roic": "3.65%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/dash/",
        "ticker": "DASH",
        "timestamp": "2026-05-21T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E1787",
      "source_type": "fundamentals",
      "ticker": "DASH",
      "tier": 2,
      "timestamp": "2026-05-21T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/dash/"
    },
    {
      "claim": "SHOP fundamentals snapshot: PE 118.35; market cap/assets $163.66B; revenue scale $12.37B; revenue QoQ -13.67%; revenue YoY 31.85%; gross margin 48.77%; net margin -18.33%; ROIC 11.63%; engine score health 74.00 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Shopify Inc., a commerce technology company, provides tools to start, scale, market, and run a business of various sizes in Canada, the United States, Europe, the Middle East, Africa, the Asia Pacific, and Latin America. The Company offers Shopify platform that enables merchants...",
        "gross_margin": "48.77%",
        "health_score": "74.00",
        "market_cap": "$163.66B",
        "name": "Shopify Inc.",
        "net_margin": "-18.33%",
        "pe_ratio": "118.35",
        "revenue_growth_qoq": "-13.67%",
        "revenue_growth_yoy": "31.85%",
        "revenue_scale": "$12.37B",
        "roic": "11.63%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/shop/",
        "ticker": "SHOP",
        "timestamp": "2026-07-06T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E1788",
      "source_type": "fundamentals",
      "ticker": "SHOP",
      "tier": 2,
      "timestamp": "2026-07-06T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/shop/"
    },
    {
      "claim": "LLY fundamentals snapshot: PE 45.23; market cap/assets $1.14T; revenue scale $72.25B; revenue QoQ 2.63%; revenue YoY 47.44%; gross margin 81.93%; net margin 37.36%; ROIC 28.43%; engine score health 78.33 / valuation 16.67.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Eli Lilly and Company discovers, develops, manufactures, and markets human pharmaceutical products in the United States, Europe, China, Japan, and internationally. The company offers cardiometabolic health products, including Basaglar, Humalog, Humalog Mix 75/25, Humalog U-100,...",
        "gross_margin": "81.93%",
        "health_score": "78.33",
        "market_cap": "$1.14T",
        "name": "Eli Lilly and Company",
        "net_margin": "37.36%",
        "pe_ratio": "45.23",
        "revenue_growth_qoq": "2.63%",
        "revenue_growth_yoy": "47.44%",
        "revenue_scale": "$72.25B",
        "roic": "28.43%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/lly/",
        "ticker": "LLY",
        "timestamp": "2026-07-02T00:00:00+00:00",
        "valuation_score": "16.67"
      },
      "source_id": "E1789",
      "source_type": "fundamentals",
      "ticker": "LLY",
      "tier": 2,
      "timestamp": "2026-07-02T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/lly/"
    },
    {
      "claim": "CAT fundamentals snapshot: PE 47.43; market cap/assets $446.75B; 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 48.52 / valuation 11.43.",
      "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": "48.52",
        "market_cap": "$446.75B",
        "name": "Caterpillar Inc.",
        "net_margin": "14.64%",
        "pe_ratio": "47.43",
        "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/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/cat/",
        "ticker": "CAT",
        "timestamp": "2026-07-06T00:00:00+00:00",
        "valuation_score": "11.43"
      },
      "source_id": "E1790",
      "source_type": "fundamentals",
      "ticker": "CAT",
      "tier": 2,
      "timestamp": "2026-07-06T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/cat/"
    },
    {
      "claim": "AMAT fundamentals snapshot: PE 55.75; market cap/assets $433.02B; 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 73.00 / 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": "73.00",
        "market_cap": "$433.02B",
        "name": "Applied Materials, Inc.",
        "net_margin": "35.47%",
        "pe_ratio": "55.75",
        "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/20260706-223952-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": "E1791",
      "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/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/amat/"
    },
    {
      "claim": "ENTG fundamentals snapshot: PE 77.20; market cap/assets $22.73B; revenue scale $3.24B; revenue QoQ -1.5%; revenue YoY 5.00%; gross margin 46.90%; net margin 11.33%; ROIC 1.90%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Entegris, Inc. provides advanced materials and process solutions for the semiconductor and other high-technology industries in North America, Taiwan, South Korea, Japan, China, Europe, and Southeast Asia. It operates in two segments, Materials Solutions (MS) and Advanced Purity...",
        "gross_margin": "46.90%",
        "health_score": null,
        "market_cap": "$22.73B",
        "name": "Entegris, Inc.",
        "net_margin": "11.33%",
        "pe_ratio": "77.20",
        "revenue_growth_qoq": "-1.5%",
        "revenue_growth_yoy": "5.00%",
        "revenue_scale": "$3.24B",
        "roic": "1.90%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/entg/",
        "ticker": "ENTG",
        "timestamp": "2026-07-07T13:41:27.597024+00:00",
        "valuation_score": null
      },
      "source_id": "E1792",
      "source_type": "fundamentals",
      "ticker": "ENTG",
      "tier": 2,
      "timestamp": "2026-07-07T13:41:27.597024+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/entg/"
    },
    {
      "claim": "NVMI fundamentals snapshot: PE 58.55; market cap/assets $16.39B; revenue scale $902.53M; revenue QoQ +5.7%; revenue YoY 10.29%; gross margin 57.66%; net margin 29.43%; ROIC 5.42%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Nova Ltd. engages in the design, development, production, and sale of process control systems used in the manufacture of semiconductors in Taiwan, the United States, China, Korea, and internationally. The company’s product portfolio includes a set of metrology platforms for dime...",
        "gross_margin": "57.66%",
        "health_score": null,
        "market_cap": "$16.39B",
        "name": "Nova Ltd.",
        "net_margin": "29.43%",
        "pe_ratio": "58.55",
        "revenue_growth_qoq": "+5.7%",
        "revenue_growth_yoy": "10.29%",
        "revenue_scale": "$902.53M",
        "roic": "5.42%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/nvmi/",
        "ticker": "NVMI",
        "timestamp": "2026-07-07T13:41:27.640688+00:00",
        "valuation_score": null
      },
      "source_id": "E1793",
      "source_type": "fundamentals",
      "ticker": "NVMI",
      "tier": 2,
      "timestamp": "2026-07-07T13:41:27.640688+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/nvmi/"
    },
    {
      "claim": "PEP fundamentals snapshot: PE 22.40; market cap/assets $195.84B; revenue scale $95.45B; revenue QoQ -33.74%; revenue YoY 4.29%; gross margin 55.19%; net margin 12.02%; ROIC 12.76%; engine score health 61.54 / valuation 54.55.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "PepsiCo, Inc. engages in the manufacture, marketing, distribution, and sale of various beverages and convenient foods worldwide. The company operates through six segments: PepsiCo Foods North America; PepsiCo Beverages North America; International Beverages Franchise; Europe, Mi...",
        "gross_margin": "55.19%",
        "health_score": "61.54",
        "market_cap": "$195.84B",
        "name": "PepsiCo, Inc.",
        "net_margin": "12.02%",
        "pe_ratio": "22.40",
        "revenue_growth_qoq": "-33.74%",
        "revenue_growth_yoy": "4.29%",
        "revenue_scale": "$95.45B",
        "roic": "12.76%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/pep/",
        "ticker": "PEP",
        "timestamp": "2026-07-06T00:00:00+00:00",
        "valuation_score": "54.55"
      },
      "source_id": "E1794",
      "source_type": "fundamentals",
      "ticker": "PEP",
      "tier": 2,
      "timestamp": "2026-07-06T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/pep/"
    },
    {
      "claim": "GILD fundamentals snapshot: PE 17.47; market cap/assets $160.98B; revenue scale $29.73B; revenue QoQ -12.17%; revenue YoY 3.48%; gross margin 79.24%; net margin 29.04%; ROIC 20.21%; engine score health 83.33 / valuation 33.33.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Gilead Sciences, Inc., a biopharmaceutical company, discovers, develops, and commercializes medicines in the areas of unmet medical need in the United States, Europe, and internationally. The company provides Biktarvy, Descovy, Genvoya, Odefsey, Sunlenca, Symtuza, and YeztugoFor...",
        "gross_margin": "79.24%",
        "health_score": "83.33",
        "market_cap": "$160.98B",
        "name": "Gilead Sciences, Inc.",
        "net_margin": "29.04%",
        "pe_ratio": "17.47",
        "revenue_growth_qoq": "-12.17%",
        "revenue_growth_yoy": "3.48%",
        "revenue_scale": "$29.73B",
        "roic": "20.21%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/gild/",
        "ticker": "GILD",
        "timestamp": "2026-07-06T00:00:00+00:00",
        "valuation_score": "33.33"
      },
      "source_id": "E1795",
      "source_type": "fundamentals",
      "ticker": "GILD",
      "tier": 2,
      "timestamp": "2026-07-06T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/gild/"
    },
    {
      "claim": "STX fundamentals snapshot: PE 81.94; market cap/assets $194.84B; 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": "$194.84B",
        "name": "Seagate Technology Holdings plc",
        "net_margin": "24.04%",
        "pe_ratio": "81.94",
        "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/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/stx/",
        "ticker": "STX",
        "timestamp": "2026-07-06T00:00:00+00:00",
        "valuation_score": "16.67"
      },
      "source_id": "E1796",
      "source_type": "fundamentals",
      "ticker": "STX",
      "tier": 2,
      "timestamp": "2026-07-06T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/stx/"
    },
    {
      "claim": "MCHP fundamentals snapshot: PE 234.82; market cap/assets $47.48B; revenue scale $4.71B; revenue QoQ 10.56%; revenue YoY 7.08%; gross margin 60.98%; net margin 11.00%; ROIC 3.41%; engine score health 15.99 / valuation 42.86.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Microchip Technology Incorporated develops, manufactures, and sells smart, connected, and secure embedded control solutions in the Americas, Europe, and Asia. It operates in two segments, Semiconductor Products and Technology Licensing. The company offers general-purpose 8-bit,...",
        "gross_margin": "60.98%",
        "health_score": "15.99",
        "market_cap": "$47.48B",
        "name": "Microchip Technology Incorporated",
        "net_margin": "11.00%",
        "pe_ratio": "234.82",
        "revenue_growth_qoq": "10.56%",
        "revenue_growth_yoy": "7.08%",
        "revenue_scale": "$4.71B",
        "roic": "3.41%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mchp/",
        "ticker": "MCHP",
        "timestamp": "2026-07-06T00:00:00+00:00",
        "valuation_score": "42.86"
      },
      "source_id": "E1797",
      "source_type": "fundamentals",
      "ticker": "MCHP",
      "tier": 2,
      "timestamp": "2026-07-06T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mchp/"
    },
    {
      "claim": "ANET fundamentals snapshot: PE 58.65; market cap/assets $218.19B; revenue scale $9.71B; revenue QoQ 8.89%; revenue YoY 30.57%; gross margin 61.90%; net margin 37.76%; ROIC 19.19%; engine score health 80.00 / valuation 50.00.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Arista Networks, Inc. engages in the development, marketing, and sale of data-driven, client to cloud networking solutions for AI, data center, campus, and routing environments in the Americas, Europe, the Middle East, Africa, and the Asia-Pacific. Its cloud networking solutions...",
        "gross_margin": "61.90%",
        "health_score": "80.00",
        "market_cap": "$218.19B",
        "name": "Arista Networks, Inc.",
        "net_margin": "37.76%",
        "pe_ratio": "58.65",
        "revenue_growth_qoq": "8.89%",
        "revenue_growth_yoy": "30.57%",
        "revenue_scale": "$9.71B",
        "roic": "19.19%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/anet/",
        "ticker": "ANET",
        "timestamp": "2026-07-06T00:00:00+00:00",
        "valuation_score": "50.00"
      },
      "source_id": "E1798",
      "source_type": "fundamentals",
      "ticker": "ANET",
      "tier": 2,
      "timestamp": "2026-07-06T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/anet/"
    },
    {
      "claim": "TSM fundamentals snapshot: PE 33.08; market cap/assets $2.05T; revenue scale $4.10T; revenue QoQ +8.4%; revenue YoY 35.13%; gross margin 66.25%; net margin 50.51%; ROIC 15.91%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Taiwan Semiconductor Manufacturing Company Limited, together with its subsidiaries, manufactures, packages, tests, and sells integrated circuits and other semiconductor devices in Taiwan, China, Europe, the Middle East, Africa, Japan, the United States, and internationally. It p...",
        "gross_margin": "66.25%",
        "health_score": null,
        "market_cap": "$2.05T",
        "name": "Taiwan Semiconductor Manufacturing Company Limited",
        "net_margin": "50.51%",
        "pe_ratio": "33.08",
        "revenue_growth_qoq": "+8.4%",
        "revenue_growth_yoy": "35.13%",
        "revenue_scale": "$4.10T",
        "roic": "15.91%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/tsm/",
        "ticker": "TSM",
        "timestamp": "2026-07-07T13:41:31.862046+00:00",
        "valuation_score": null
      },
      "source_id": "E1799",
      "source_type": "fundamentals",
      "ticker": "TSM",
      "tier": 2,
      "timestamp": "2026-07-07T13:41:31.862046+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/tsm/"
    },
    {
      "claim": "RKLB fundamentals snapshot: PE n/a; market cap/assets $45.35B; revenue scale $679.58M; revenue QoQ +11.5%; revenue YoY 63.46%; gross margin 38.18%; net margin -22.47%; ROIC n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Rocket Lab Corporation, a space company, provides launch services and space systems solutions in the United States, Canada, Japan, and internationally. The company operates through launch services and space systems segments. The company provides launch services, spacecraft desig...",
        "gross_margin": "38.18%",
        "health_score": null,
        "market_cap": "$45.35B",
        "name": "Rocket Lab USA, Inc.",
        "net_margin": "-22.47%",
        "pe_ratio": null,
        "revenue_growth_qoq": "+11.5%",
        "revenue_growth_yoy": "63.46%",
        "revenue_scale": "$679.58M",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/rklb/",
        "ticker": "RKLB",
        "timestamp": "2026-07-07T13:41:31.981350+00:00",
        "valuation_score": null
      },
      "source_id": "E1800",
      "source_type": "fundamentals",
      "ticker": "RKLB",
      "tier": 2,
      "timestamp": "2026-07-07T13:41:31.981350+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/rklb/"
    },
    {
      "claim": "BE fundamentals snapshot: PE 12,165.92; market cap/assets $70.98B; revenue scale $2.45B; revenue QoQ -3.4%; revenue YoY 130.37%; gross margin 30.03%; net margin 9.81%; ROIC n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Bloom Energy Corporation designs, manufactures, sells, and installs solid oxide fuel cell systems for on-site power generation in the United States and internationally. It offers Bloom Energy Server, an energy server platform to convert fuel, such as natural gas, biogas, hydroge...",
        "gross_margin": "30.03%",
        "health_score": null,
        "market_cap": "$70.98B",
        "name": "Bloom Energy Corporation",
        "net_margin": "9.81%",
        "pe_ratio": "12,165.92",
        "revenue_growth_qoq": "-3.4%",
        "revenue_growth_yoy": "130.37%",
        "revenue_scale": "$2.45B",
        "roic": null,
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/be/",
        "ticker": "BE",
        "timestamp": "2026-07-07T13:41:32.226304+00:00",
        "valuation_score": null
      },
      "source_id": "E1801",
      "source_type": "fundamentals",
      "ticker": "BE",
      "tier": 2,
      "timestamp": "2026-07-07T13:41:32.226304+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/be/"
    },
    {
      "claim": "KO fundamentals snapshot: PE 26.09; market cap/assets $365.32B; revenue scale $49.28B; revenue QoQ 5.50%; revenue YoY 5.11%; gross margin 62.96%; net margin 31.46%; ROIC 13.88%; engine score health 67.22 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "The Coca-Cola Company, a beverage company, manufactures and sells various nonalcoholic beverages in the United States and internationally. The company provides Trademark Coca-Cola, sparkling soft drinks and flavors; water, sports, coffee, and tea; juice, value-added dairy, and p...",
        "gross_margin": "62.96%",
        "health_score": "67.22",
        "market_cap": "$365.32B",
        "name": "The Coca-Cola Company",
        "net_margin": "31.46%",
        "pe_ratio": "26.09",
        "revenue_growth_qoq": "5.50%",
        "revenue_growth_yoy": "5.11%",
        "revenue_scale": "$49.28B",
        "roic": "13.88%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ko/",
        "ticker": "KO",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E1802",
      "source_type": "fundamentals",
      "ticker": "KO",
      "tier": 2,
      "timestamp": "2026-06-23T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/ko/"
    },
    {
      "claim": "PFE fundamentals snapshot: PE 18.05; market cap/assets $135.19B; revenue scale $63.31B; revenue QoQ -17.69%; revenue YoY 28.74%; gross margin 67.26%; net margin 18.60%; ROIC 7.15%; engine score health 28.33 / valuation 66.67.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Pfizer Inc. discovers, develops, manufactures, markets, distributes, and sells biopharmaceutical products in the United States and internationally. It operates in three segments: Biopharma, PC1, and Pfizer Ignite. The company offers internal medicine products, including cardiova...",
        "gross_margin": "67.26%",
        "health_score": "28.33",
        "market_cap": "$135.19B",
        "name": "Pfizer Inc.",
        "net_margin": "18.60%",
        "pe_ratio": "18.05",
        "revenue_growth_qoq": "-17.69%",
        "revenue_growth_yoy": "28.74%",
        "revenue_scale": "$63.31B",
        "roic": "7.15%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/pfe/",
        "ticker": "PFE",
        "timestamp": "2026-07-06T00:00:00+00:00",
        "valuation_score": "66.67"
      },
      "source_id": "E1803",
      "source_type": "fundamentals",
      "ticker": "PFE",
      "tier": 2,
      "timestamp": "2026-07-06T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/pfe/"
    },
    {
      "claim": "MRK fundamentals snapshot: PE 35.04; market cap/assets $313.12B; revenue scale $65.59B; revenue QoQ -0.23%; revenue YoY 2.47%; gross margin 81.92%; net margin -26.03%; ROIC 14.06%; engine score health 55.00 / valuation 16.67.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Merck & Co., Inc. operates as a healthcare company worldwide. It offers human health pharmaceutical for various areas under the Keytruda, Keytruda Qlex, Welireg, Gardasil, ProQuad, M-M-R II, Varivax, Vaxneuvance, Capvaxive, RotaTeq, Pneumovax 23, Bridion, Prevymis, Dificid, Zerb...",
        "gross_margin": "81.92%",
        "health_score": "55.00",
        "market_cap": "$313.12B",
        "name": "Merck & Co., Inc.",
        "net_margin": "-26.03%",
        "pe_ratio": "35.04",
        "revenue_growth_qoq": "-0.23%",
        "revenue_growth_yoy": "2.47%",
        "revenue_scale": "$65.59B",
        "roic": "14.06%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mrk/",
        "ticker": "MRK",
        "timestamp": "2026-07-06T00:00:00+00:00",
        "valuation_score": "16.67"
      },
      "source_id": "E1804",
      "source_type": "fundamentals",
      "ticker": "MRK",
      "tier": 2,
      "timestamp": "2026-07-06T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/mrk/"
    },
    {
      "claim": "AXON fundamentals snapshot: PE 243.13; market cap/assets $50.14B; revenue scale $2.98B; revenue QoQ 1.33%; revenue YoY 34.00%; gross margin 59.12%; net margin 20.97%; ROIC 0.63%; engine score health 37.50 / valuation 8.33.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Axon Enterprise, Inc. provides public safety technology solutions in the United States and internationally. The company operates in two segments, Software and Services, and Connected Devices. The Software and Services segment develops, manufactures, and sells cloud-based softwar...",
        "gross_margin": "59.12%",
        "health_score": "37.50",
        "market_cap": "$50.14B",
        "name": "Axon Enterprise, Inc.",
        "net_margin": "20.97%",
        "pe_ratio": "243.13",
        "revenue_growth_qoq": "1.33%",
        "revenue_growth_yoy": "34.00%",
        "revenue_scale": "$2.98B",
        "roic": "0.63%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/axon/",
        "ticker": "AXON",
        "timestamp": "2026-07-06T00:00:00+00:00",
        "valuation_score": "8.33"
      },
      "source_id": "E1805",
      "source_type": "fundamentals",
      "ticker": "AXON",
      "tier": 2,
      "timestamp": "2026-07-06T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/axon/"
    },
    {
      "claim": "ASML fundamentals snapshot: PE 62.03; market cap/assets $715.48B; revenue scale $33.69B; revenue QoQ -9.79%; revenue YoY 37.68%; gross margin 52.98%; net margin 31.44%; ROIC 24.39%; engine score health 77.00 / valuation n/a.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "ASML Holding N.V. provides lithography solutions for the development, production, marketing, sales, upgrading, and servicing of advanced semiconductor equipment systems. The company offers lithography, metrology, and inspection systems. It also provides extreme ultraviolet litho...",
        "gross_margin": "52.98%",
        "health_score": "77.00",
        "market_cap": "$715.48B",
        "name": "ASML Holding N.V.",
        "net_margin": "31.44%",
        "pe_ratio": "62.03",
        "revenue_growth_qoq": "-9.79%",
        "revenue_growth_yoy": "37.68%",
        "revenue_scale": "$33.69B",
        "roic": "24.39%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/asml/",
        "ticker": "ASML",
        "timestamp": "2026-06-23T00:00:00+00:00",
        "valuation_score": null
      },
      "source_id": "E1806",
      "source_type": "fundamentals",
      "ticker": "ASML",
      "tier": 2,
      "timestamp": "2026-06-23T00:00:00+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/asml/"
    },
    {
      "claim": "AMKR fundamentals snapshot: PE 53.12; market cap/assets $19.01B; revenue scale $7.07B; revenue QoQ -10.8%; revenue YoY 27.48%; gross margin 14.19%; net margin 4.98%; ROIC 1.80%.",
      "confidence": 0.5,
      "publisher": "ProductionDbFundamentalsProvider",
      "raw_value": {
        "asset_type": "equity",
        "business_summary": "Amkor Technology, Inc. provides outsourced semiconductor packaging and test services in the United States, Japan, Europe, and the Asia Pacific. It offers turnkey packaging and test services, including semiconductor wafer bump, wafer probe, wafer back-grind, package design, packa...",
        "gross_margin": "14.19%",
        "health_score": null,
        "market_cap": "$19.01B",
        "name": "Amkor Technology, Inc.",
        "net_margin": "4.98%",
        "pe_ratio": "53.12",
        "revenue_growth_qoq": "-10.8%",
        "revenue_growth_yoy": "27.48%",
        "revenue_scale": "$7.07B",
        "roic": "1.80%",
        "source_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/amkr/",
        "ticker": "AMKR",
        "timestamp": "2026-07-07T13:41:35.587487+00:00",
        "valuation_score": null
      },
      "source_id": "E1807",
      "source_type": "fundamentals",
      "ticker": "AMKR",
      "tier": 2,
      "timestamp": "2026-07-07T13:41:35.587487+00:00",
      "url_or_provider_ref": "sqlite:///opt/us_financial_scoring_engine/data/releases/20260706-223952-daily.db#serving_symbol_latest,features_pti,statements_pti+field-fallback:https://stockanalysis.com/stocks/amkr/"
    }
  ],
  "generated_at": "2026-07-07T13:41:44.371364+00:00",
  "market_regime": "Mixed regime; prioritize evidence-backed dispersion and keep hedge candidates visible.",
  "metadata": {
    "activation_score_weights": {
      "catalyst_quality": 30,
      "price_action": 30,
      "tradability": 10,
      "volume_confirmation": 30
    },
    "advice_boundary": "attention priority only; no deterministic buy/sell advice",
    "attention_grade_policy": "ranked_activation_score",
    "attention_grade_targets": {
      "A": 10,
      "B": 15,
      "S": 5
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    "candidate_count_before_card_cap": 150,
    "fundamentals_provider": "ProductionDbFundamentalsProvider",
    "locale": "zh",
    "market_data_provider": "YahooChartMarketDataProvider",
    "news_provider": "CompositeNewsProvider",
    "provider": "yahoo",
    "quote_refresh_seconds": 600,
    "quotes_provider": "YahooRealtimeQuoteProvider",
    "universe": "eligible_5b",
    "universe_size": 1119,
    "quotes_updated_at": "2026-07-07T13:41:46.530855+00:00"
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  "session": "premarket"
}