{
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      "as_of": "2025",
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      "as_of": "2024",
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      "label": "Real school spending growth minus NAEP outcome growth",
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      "as_of": "2026-08-04",
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      "low_threshold": 5,
      "note": "Point-in-time ARQ replay; excludes known score-70+ distraction businesses, Financial Services, and Utilities.",
      "quality_flag": "current",
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      "as_of": "2026-08-04",
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      "note": "GDP-deflator-adjusted aggregate revenue growth; current-vintage GDPDEF, mix, M&A, entry, and cyclicality prevent a standalone causal productivity interpretation.",
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      "as_of": "2026-03-31",
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      "note": "Research ensemble, not a calibrated probability; its AI tail depends on disclosed scenario priors.",
      "quality_flag": "current",
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      "note": "The 2026 classification is applied retrospectively; this is not a point-in-time membership backtest.",
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      "as_of": "2026-07-31",
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      "as_of": "2025-12-31",
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      "note": "BLS primary-activity proxy; concurrent phone/media use is omitted and the transform is descriptive, not a causal productivity estimate.",
      "quality_flag": "current",
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      "as_of": "2026-08-01",
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      "note": "Scored level signal; constructive attention is the equal-weight Best Colleges and Trade School index.",
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      "source": "DataForSEO Google Trends worldwide grouped query; AI Porn versus equal-weight Best Colleges and Trade School",
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      "low_threshold": -50,
      "note": "Scored momentum signal comparing trailing-12-week YoY growth rates.",
      "quality_flag": "current",
      "raw_value": -45.032746306909495,
      "source": "DataForSEO Google Trends worldwide grouped query; trailing-12-week YoY growth differential",
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      "as_of": "2026-08-04",
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      "note": "",
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      "source": "Doom fiscal sustainability model",
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      "as_of": "2026-08-04",
      "component_id": "political-feasibility",
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      "label": "Tax-only increase over current receipts",
      "low_threshold": 5,
      "note": "",
      "quality_flag": "current",
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    {
      "as_of": "2026-08-04",
      "component_id": "political-feasibility",
      "component_title": "Political feasibility of adjustment",
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      "label": "2036 projected deficit above prudent target",
      "low_threshold": 0,
      "note": "",
      "quality_flag": "current",
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      "source": "CBO Budget and Economic Outlook",
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      "as_of": "2026-08-04",
      "component_id": "political-feasibility",
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      "fresh_until": "2026-11-04",
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      "indicator_id": "direct_adjustment_passage_probability_pct",
      "indicator_score": 98.26666666666667,
      "label": "Modeled probability of timely sufficient fiscal package",
      "low_threshold": 0,
      "note": "Structured empirical base-rate model, not an exchange price. Display with the published low/base/high sensitivity; adjacent outcome contracts remain diagnostics only.",
      "quality_flag": "modeled",
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      "source": "Disclosed US enactment / IMF adjustment-scale / Gallup acceptance model; prediction markets are diagnostic",
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      "as_of": "2026-08-04",
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      "note": "Diagnostic only: ex-ante budget-window scores are annualized and divided by enactment-year GDP; this is not a permanent or realized primary-balance change.",
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    {
      "as_of": "2025",
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      "note": "Diagnostic only: support for one separately worded policy option is not support for the combined prudent package.",
      "quality_flag": "current",
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      "source": "Gallup Federal Budget Deficit historical trend; diagnostic only",
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      "as_of": "2026-08-04",
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      "note": "Diagnostic only: one-year deficit/GDP outcome, not passage of a recurring prudent-course package; midpoint is sensitive to spread and liquidity.",
      "quality_flag": "current",
      "raw_value": 10.0,
      "source": "Kalshi KXDEFGDP public API; one-year fiscal-outcome diagnostic, not package-passage probability",
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      "as_of": "2026-08-03",
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      "as_of": "2026-08-03",
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      "indicator_id": "five_year_five_year_forward_inflation_pct",
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      "label": "5y5y forward inflation",
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      "source": "FRED T5YIFR",
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    {
      "as_of": "2026-07-31",
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    {
      "as_of": "2026-07-31",
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      "indicator_id": "ten_year_term_premium_pct",
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      "label": "10-year term premium",
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    {
      "as_of": "2026-07-29",
      "component_id": "debasement-repression",
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      "indicator_id": "fed_assets_pct_gdp",
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    {
      "as_of": "2026-06-01",
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      "quality_flag": "current",
      "raw_value": 71.30115555834743,
      "source": "FRED M2SL and GDP",
      "total_index_weight": 1.5,
      "unit": "%",
      "within_component_weight": 15.0
    },
    {
      "as_of": "2026-08-04",
      "component_id": "debasement-repression",
      "component_title": "Debasement and financial repression",
      "direction": "increasing",
      "fresh_until": null,
      "high_threshold": 180,
      "indicator_id": "move_index",
      "indicator_score": 9.527272727272731,
      "label": "Treasury rate volatility",
      "low_threshold": 70,
      "note": "",
      "quality_flag": "current",
      "raw_value": 80.48,
      "source": "Bloomberg MOVE Index",
      "total_index_weight": 1.0,
      "unit": "index",
      "within_component_weight": 10.0
    },
    {
      "as_of": "2026-01-01",
      "component_id": "debasement-repression",
      "component_title": "Debasement and financial repression",
      "direction": "increasing",
      "fresh_until": "2027-06-30",
      "high_threshold": 30,
      "indicator_id": "fed_share_market_facing_debt_pct",
      "indicator_score": 39.15995105791459,
      "label": "Federal Reserve share of market-facing federal debt",
      "low_threshold": 5,
      "note": "Diagnostic only: Federal Reserve ownership is neither compelled private ownership nor proof of capital controls.",
      "quality_flag": "current",
      "raw_value": 14.789987764478647,
      "source": "Treasury Bulletin via FRED FDHBFRBN and FDHBPIN; diagnostic only",
      "total_index_weight": 0.0,
      "unit": "%",
      "within_component_weight": 0.0
    },
    {
      "as_of": "2026-08-04",
      "component_id": "debasement-repression",
      "component_title": "Debasement and financial repression",
      "direction": "increasing",
      "fresh_until": "2026-09-30",
      "high_threshold": 1,
      "indicator_id": "observed_financial_repression_flag",
      "indicator_score": 0.0,
      "label": "Narrow observed financial-repression flag",
      "low_threshold": 0,
      "note": "Diagnostic only: true requires a negative ex-ante 10-year real yield plus a binding broad holding or exit control.",
      "quality_flag": "current",
      "raw_value": 0.0,
      "source": "10-year real yield plus coded binding exit/holding controls; diagnostic only",
      "total_index_weight": 0.0,
      "unit": "0/1",
      "within_component_weight": 0.0
    },
    {
      "as_of": "2025-09-28",
      "component_id": "institutional-control",
      "component_title": "Institutional and economic legitimacy",
      "direction": "decreasing",
      "fresh_until": "2027-12-31",
      "high_threshold": 60,
      "indicator_id": "federal_government_trust_pct",
      "indicator_score": 95.55555555555556,
      "label": "Trust in federal government",
      "low_threshold": 15,
      "note": "",
      "quality_flag": "current",
      "raw_value": 17.0,
      "source": "Pew public trust series",
      "total_index_weight": 2.5,
      "unit": "%",
      "within_component_weight": 25.0
    },
    {
      "as_of": "2026-07-01",
      "component_id": "institutional-control",
      "component_title": "Institutional and economic legitimacy",
      "direction": "decreasing",
      "fresh_until": "2027-12-31",
      "high_threshold": 60,
      "indicator_id": "core_institution_confidence_pct",
      "indicator_score": 94.6938775510204,
      "label": "Confidence in 14 core institutions",
      "low_threshold": 25,
      "note": "",
      "quality_flag": "current",
      "raw_value": 26.857142857142858,
      "source": "Gallup confidence in institutions",
      "total_index_weight": 2.5,
      "unit": "%",
      "within_component_weight": 25.0
    },
    {
      "as_of": "2022-07-01",
      "component_id": "institutional-control",
      "component_title": "Institutional and economic legitimacy",
      "direction": "decreasing",
      "fresh_until": "2027-12-31",
      "high_threshold": 95,
      "indicator_id": "voluntary_tax_compliance_pct",
      "indicator_score": 66.66666666666666,
      "label": "Voluntary tax compliance",
      "low_threshold": 80,
      "note": "Latest IRS tax-gap vintage refers to tax year 2022.",
      "quality_flag": "current",
      "raw_value": 85.0,
      "source": "IRS tax gap",
      "total_index_weight": 2.5,
      "unit": "%",
      "within_component_weight": 25.0
    },
    {
      "as_of": "2026-04-27",
      "component_id": "institutional-control",
      "component_title": "Institutional and economic legitimacy",
      "direction": "increasing",
      "fresh_until": "2027-06-30",
      "high_threshold": 5,
      "indicator_id": "improper_payments_pct_outlays",
      "indicator_score": 41.32335416457178,
      "label": "Government-wide improper payments / outlays",
      "low_threshold": 1,
      "note": "Improper payments are not a fraud estimate.",
      "quality_flag": "current",
      "raw_value": 2.652934166582871,
      "source": "GAO and OMB/FRED outlays",
      "total_index_weight": 2.5,
      "unit": "%",
      "within_component_weight": 25.0
    },
    {
      "as_of": "2025",
      "component_id": "institutional-control",
      "component_title": "Institutional and economic legitimacy",
      "direction": "decreasing",
      "fresh_until": "2027-06-30",
      "high_threshold": 0.85,
      "indicator_id": "liberal_democracy_index",
      "indicator_score": 79.71428571428572,
      "label": "V-Dem liberal democracy index",
      "low_threshold": 0.5,
      "note": "Diagnostic only: expert-coded latent estimate; V-Dem vintages can revise history and overlap with Freedom House.",
      "quality_flag": "current",
      "raw_value": 0.571,
      "source": "V-Dem v16 via Our World in Data; diagnostic only",
      "total_index_weight": 0.0,
      "unit": "0\u20131",
      "within_component_weight": 0.0
    },
    {
      "as_of": "2025",
      "component_id": "institutional-control",
      "component_title": "Institutional and economic legitimacy",
      "direction": "decreasing",
      "fresh_until": "2027-06-30",
      "high_threshold": 100,
      "indicator_id": "freedom_house_score",
      "indicator_score": 47.5,
      "label": "Freedom House U.S. freedom score",
      "low_threshold": 60,
      "note": "Diagnostic only: overlaps conceptually with V-Dem and is not an independent probability estimate.",
      "quality_flag": "current",
      "raw_value": 81.0,
      "source": "Freedom House 2026 via Our World in Data; diagnostic only",
      "total_index_weight": 0.0,
      "unit": "0\u2013100",
      "within_component_weight": 0.0
    },
    {
      "as_of": "2025",
      "component_id": "institutional-control",
      "component_title": "Institutional and economic legitimacy",
      "direction": "increasing",
      "fresh_until": "2027-06-30",
      "high_threshold": 0.3,
      "indicator_id": "executive_centralization_index",
      "indicator_score": 41.199999999999996,
      "label": "V-Dem executive centralization index",
      "low_threshold": 0.05,
      "note": "Diagnostic only: V-Dem expert-coded central estimate, not a direct measure of coercive acts.",
      "quality_flag": "current",
      "raw_value": 0.153,
      "source": "V-Dem v16 via Our World in Data; diagnostic only",
      "total_index_weight": 0.0,
      "unit": "0\u20131",
      "within_component_weight": 0.0
    },
    {
      "as_of": "2025",
      "component_id": "institutional-control",
      "component_title": "Institutional and economic legitimacy",
      "direction": "decreasing",
      "fresh_until": "2027-06-30",
      "high_threshold": 1,
      "indicator_id": "physical_integrity_rights_index",
      "indicator_score": 52.749999999999986,
      "label": "V-Dem physical-integrity rights index",
      "low_threshold": 0.6,
      "note": "Diagnostic only: expert-coded freedom from government torture and political killings; not a count of protest violence or all political violence.",
      "quality_flag": "current",
      "raw_value": 0.789,
      "source": "V-Dem v16 via Our World in Data; freedom from government torture and political killings, diagnostic only",
      "total_index_weight": 0.0,
      "unit": "0\u20131",
      "within_component_weight": 0.0
    },
    {
      "as_of": "2025",
      "component_id": "institutional-control",
      "component_title": "Institutional and economic legitimacy",
      "direction": "increasing",
      "fresh_until": "2027-03-31",
      "high_threshold": 7,
      "indicator_id": "fca_settlements_judgments_usd_billions",
      "indicator_score": 98.40137522857142,
      "label": "DOJ False Claims Act settlements and judgments",
      "low_threshold": 0,
      "note": "Diagnostic only: enforcement output depends on capacity, case mix, timing, and damages and is not an estimate of fraud prevalence.",
      "quality_flag": "current",
      "raw_value": 6.888096266,
      "source": "DOJ Civil Division; enforcement-output diagnostic only, not fraud prevalence",
      "total_index_weight": 0.0,
      "unit": "$B",
      "within_component_weight": 0.0
    },
    {
      "as_of": "2025",
      "component_id": "institutional-control",
      "component_title": "Institutional and economic legitimacy",
      "direction": "increasing",
      "fresh_until": "2027-06-30",
      "high_threshold": 6000,
      "indicator_id": "listed_expatriates_latest_complete_year",
      "indicator_score": 79.8,
      "label": "Federal Register listed expatriates, latest complete year",
      "low_threshold": 500,
      "note": "Diagnostic only: Section 6039G list is not total emigration; current partial year is excluded.",
      "quality_flag": "current",
      "raw_value": 4889.0,
      "source": "Federal Register/IRS Section 6039G lists; narrow exit diagnostic only",
      "total_index_weight": 0.0,
      "unit": "people",
      "within_component_weight": 0.0
    },
    {
      "as_of": "2025",
      "component_id": "institutional-control",
      "component_title": "Institutional and economic legitimacy",
      "direction": "increasing",
      "fresh_until": "2027-06-30",
      "high_threshold": 8,
      "indicator_id": "resident_foreign_asset_acquisition_pct_gdp",
      "indicator_score": 66.23540545403638,
      "label": "U.S. resident foreign-asset acquisition / GDP",
      "low_threshold": 0,
      "note": "Diagnostic only: resident foreign-asset acquisition includes ordinary investment and is not identified capital flight.",
      "quality_flag": "current",
      "raw_value": 5.29883243632291,
      "source": "BEA/FRED IEAAA and GDP; broad financial-flow diagnostic, not identified capital flight",
      "total_index_weight": 0.0,
      "unit": "%",
      "within_component_weight": 0.0
    },
    {
      "as_of": "2025",
      "component_id": "institutional-control",
      "component_title": "Institutional and economic legitimacy",
      "direction": "increasing",
      "fresh_until": "2027-06-30",
      "high_threshold": 5000,
      "indicator_id": "court_authorized_intercepts",
      "indicator_score": 6.714285714285714,
      "label": "Court-authorized intercept applications",
      "low_threshold": 1500,
      "note": "Diagnostic only: narrow Title III court-authorized intercept series; excludes national-security, warrantless, ordinary-warrant, and many local surveillance systems.",
      "quality_flag": "current",
      "raw_value": 1735.0,
      "source": "Administrative Office of the U.S. Courts Wiretap Table 7; narrow surveillance diagnostic only",
      "total_index_weight": 0.0,
      "unit": "applications",
      "within_component_weight": 0.0
    },
    {
      "as_of": "2026-08-04",
      "component_id": "institutional-control",
      "component_title": "Institutional and economic legitimacy",
      "direction": "increasing",
      "fresh_until": "2027-02-28",
      "high_threshold": 20000,
      "indicator_id": "documented_local_surveillance_records",
      "indicator_score": 67.13333333333334,
      "label": "EFF Atlas documented local surveillance records",
      "low_threshold": 5000,
      "note": "Diagnostic current cross-section only: EFF Atlas records are documented agency/technology observations, not devices, people surveilled, spending, or a deployment time series.",
      "quality_flag": "current",
      "raw_value": 15070.0,
      "source": "EFF Atlas of Surveillance; current cross-section, not a deployment time series",
      "total_index_weight": 0.0,
      "unit": "records",
      "within_component_weight": 0.0
    },
    {
      "as_of": "2025",
      "component_id": "institutional-control",
      "component_title": "Institutional and economic legitimacy",
      "direction": "increasing",
      "fresh_until": "2027-06-30",
      "high_threshold": 50000,
      "indicator_id": "protest_event_count_latest_complete_year",
      "indicator_score": 72.88,
      "label": "Reported U.S. political crowd events",
      "low_threshold": 10000,
      "note": "Diagnostic only: a political crowd is civic participation as well as a possible stress signal; event count alone is not unrest severity.",
      "quality_flag": "current",
      "raw_value": 39152.0,
      "source": "Harvard/UConn Crowd Counting Consortium; civic-participation/stress diagnostic, not violence",
      "total_index_weight": 0.0,
      "unit": "events",
      "within_component_weight": 0.0
    },
    {
      "as_of": "2025",
      "component_id": "institutional-control",
      "component_title": "Institutional and economic legitimacy",
      "direction": "increasing",
      "fresh_until": "2027-06-30",
      "high_threshold": 5,
      "indicator_id": "protest_serious_harm_or_damage_share_pct",
      "indicator_score": 6.947282386595832,
      "label": "Protest events with reported serious harm or property damage",
      "low_threshold": 0,
      "note": "Diagnostic only: reports any participant/police injury, casualty, or property damage without assigning cause or severity; arrests are excluded.",
      "quality_flag": "current",
      "raw_value": 0.3473641193297916,
      "source": "Harvard/UConn Crowd Counting Consortium; arrests excluded, cause and severity not assigned",
      "total_index_weight": 0.0,
      "unit": "%",
      "within_component_weight": 0.0
    }
  ],
  "methodology": {
    "aggregation": "Available indicators are reweighted within component; component weights remain fixed; coverage and missing-input bounds are separate.",
    "probability_warning": "The research score is not a calibrated probability that the Doom regime occurs.",
    "transform": "Fixed, disclosed linear thresholds clipped to 0-100; high always means more evidence for Doom."
  },
  "missing_input_sensitivity": {
    "interpretation": "Bounds assign every missing or stale indicator either 0 or 100 without reweighting.",
    "lower": 67.82208497252037,
    "upper": 67.82208497252037
  },
  "published_probability": null,
  "research_score": 67.82208497252037,
  "status": "research_evidence_score_not_probability",
  "stop_status": {
    "operational": false,
    "productivity_override_probability_pct": 2.5,
    "productivity_override_triggered": false,
    "reason": "The research override is now reproducible, but historical point-in-time calibration and strategy execution conventions are incomplete.",
    "threshold": 20,
    "triggered": false
  },
  "uncapped_research_score": 67.82208497252037,
  "version": "1.1.0"
}
