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    "employment_rate": {
      "value": 0.9555,
      "unit": "labor-force fraction",
      "status": "Derived observed anchor: 1 minus 2025Q4 mean UNRATE/100; assuming this measures the model state is a mapping choice."
    },
    "wage_share": {
      "value": 0.568303,
      "unit": "share of output",
      "status": "Assumed held constant initial mapping of PWT whole-economy labor share, observed annual2023; not a measured2025 corporate wage share. T3; no manifest digest, bytes pinned at use."
    },
    "private_debt_ratio": {
      "unit": "debt stock / annual nominal output",
      "status": "D_A=.450043 and D_B=.722 are alternative observed-source constructions at2025Q4, rounded by existing study. Borrower, instrument and valuation crosswalks remain unestablished; not an identified confidence interval."
    },
    "real_interest_rate": {
      "unit": "annual decimal rate",
      "status": "Assumed market-rate pass-throughs: .005958 and .035592, using policy rate or policy rate plus high-yield OAS minus GDP-deflator YoY inflation (Fisher approximation). Not observed effective borrowing rates."
    },
    "output_index": {
      "value": 1.0,
      "unit": "initial real output=1",
      "status": "Authored normalization, not USD or GDP observation."
    },
    "price_index": {
      "value": 1.0,
      "unit": "initial price=1",
      "status": "Authored normalization, not observed price level."
    },
    "all_other_sample_parameters_and_runtime_defaults": {
      "status": "Authored structural assumptions, toggles or diagnostic defaults; not observations. Exact values appear in each path.effective_runtime_params."
    },
    "rate_shock": {
      "status": "Authored +200bp annual real-rate pulse, active t>=0 and t<1; baseline0bp. No empirical likelihood attached."
    },
    "time_and_integration": {
      "status": "Authored numerical choices: deterministic RK4, dt1/64year,192steps; no Monte Carlo, no fitted parameters."
    },
    "events": {
      "value": [],
      "status": "No additional parameter-update events."
    }
  },
  "units": {
    "time": "years since authored shock begins; no calendar dates assigned",
    "employment_rate": "fraction of labor force",
    "unemployment_rate": "fraction of labor force",
    "wage_share": "share of output",
    "private_debt_ratio": "debt stock / annual nominal output",
    "output_index": "real output, initial1",
    "price_index": "price index, initial1",
    "profit_share": "share of output",
    "banker_share": "r*d, share of output; interest-only model allocation, not household DSR",
    "investment_share": "gross investment flow / output",
    "inflation_rate": "instantaneous annual decimal rate",
    "growth_rate": "instantaneous annual real-output growth rate",
    "nominal_growth_rate": "instantaneous annual decimal rate",
    "private_credit": "annualized net debt flow / annual nominal output, raw fraction; multiply by 100 for % of annual nominal output, not % per year or change of the debt/output ratio",
    "credit_real": "annualized real-activity credit flow / annual nominal output, raw fraction; multiply by 100 for % of annual nominal output",
    "credit_financial": "annualized additional financial credit flow / annual nominal output, raw fraction; multiply by 100 for % of annual nominal output",
    "nominal_output": "output_index * price_index, normalized annual output",
    "capital_asset": "normalized nominal-output units",
    "debt_liability": "normalized nominal-output units",
    "firm_equity": "normalized nominal-output units"
  },
  "parameter_units": {
    "capital_output_ratio": "capital stock / annual output, years",
    "depreciation_rate": "annual decimal rate",
    "productivity_growth": "annual decimal rate",
    "population_growth": "annual decimal rate",
    "real_interest_rate": "annual decimal rate; declared market-rate pass-through",
    "price_adjustment_time": "years",
    "kalecki_markup": "dimensionless multiplier",
    "phillips_floor": "annual decimal wage-growth rate",
    "phillips_pivot_employment": "fraction of labor force",
    "investment_pivot_profit_rate": "annual profit / capital ratio",
    "investment_pivot_share": "gross investment flow / output",
    "investment_floor": "gross investment flow / output",
    "pivot_slope": "shared numeric slope; wage-growth per employment fraction in Phillips function, investment share per profit-rate unit in investment function",
    "nonlinear": "0/1 model toggle",
    "price_enabled": "0/1 model toggle",
    "debt_enabled": "0/1 model toggle",
    "government_enabled": "0/1 model toggle",
    "financial_credit_fraction": "fraction of positive gross credit allocated to added financial credit",
    "rate_shock_size": "increment to annual real rate, decimal; .02 means200bp",
    "rate_shock_start": "years since model start",
    "rate_shock_duration": "years",
    "gov_response_slope": "government-deficit/output share per employment fraction",
    "gov_employment_target": "fraction of labor force",
    "phillips_linear_slope": "annual wage-growth rate per employment fraction",
    "invest_linear_slope": "investment share per annual profit-rate unit",
    "invest_linear_crossing": "annual profit / capital ratio",
    "crisis_debt_threshold": "debt stock / annual nominal output",
    "crisis_debt_slope": "diagnostic logit slope per debt-ratio unit",
    "crisis_employment_level": "fraction of labor force",
    "crisis_employment_slope": "diagnostic logit slope per employment fraction"
  },
  "sampling": "Unrounded selected native metric rows at exact quarter boundaries0..2.75years plus the last recorded row2.984375. Runtime stores pre-step metrics; final state at3years is separate. Effects use all192rows, not the plotted samples.",
  "limits": [
    "All four cells are exported; no midpoint, central case, average, weight or preferred endpoint.",
    "Debt definition correction supersedes old claims that the Fed series includes noncorporate businesses or that the BIS/Fed gap is identified by two known axes.",
    "A 200bp pulse means 2 percentage points, not a200percent increase. It changes the model interest rate on all modeled debt, not a maturity-specific refinancing schedule.",
    "Keen monetary-Minsky here differs from the standalone code-publications three-state Keen model; their parameters and path frequencies are not interchangeable.",
    "Production/income and firm balance-sheet identities are checked; there is no full deposit/portfolio or interbank network closure.",
    "Government and additional financial-credit channels are off. This experiment does not simulate taxes, transfers, bond maturities, bank runs or household distribution.",
    "State sanitation and exponential caps exist in the native solver. Exported sampled states remain in the economic interior; this is not a global numerical validation.",
    "The employment state is employment/labor-force, not employment/population. A debt ratio is a stock/flow ratio; its change is not the credit flow."
  ],
  "variants": [
    {
      "id": "D_A/R_LOW",
      "debt_endpoint": "D_A",
      "rate_endpoint": "R_LOW",
      "status": "Conditional on assumed state; not a measurement, forecast or probability.",
      "paths": [
        {
          "arm_bp": 0,
          "scenario": {
            "name": "bracket1_dr0.450043_r0.005958_0bp",
            "type": "keen_monetary_minsky_v1",
            "time": {
              "dt": 0.015625,
              "steps": 192
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              "price_index": 1.0
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              "debt_enabled": 1.0,
              "depreciation_rate": 0.08,
              "financial_credit_fraction": 0.0,
              "government_enabled": 0.0,
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              "kalecki_markup": 1.6,
              "nonlinear": 1.0,
              "phillips_floor": -0.04,
              "phillips_pivot_employment": 0.9,
              "pivot_slope": 2.0,
              "population_growth": 0.01,
              "price_adjustment_time": 2.0,
              "price_enabled": 1.0,
              "productivity_growth": 0.03,
              "real_interest_rate": 0.005958,
              "rate_shock_size": 0.0,
              "rate_shock_start": 0.0,
              "rate_shock_duration": 1.0
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          "effective_runtime_params": {
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            "depreciation_rate": 0.08,
            "productivity_growth": 0.03,
            "population_growth": 0.01,
            "real_interest_rate": 0.005958,
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            "phillips_pivot_employment": 0.9,
            "investment_pivot_profit_rate": 0.11,
            "investment_pivot_share": 0.36,
            "investment_floor": 0.03,
            "pivot_slope": 2.0,
            "nonlinear": 1.0,
            "price_enabled": 1.0,
            "debt_enabled": 1.0,
            "government_enabled": 0.0,
            "financial_credit_fraction": 0.0,
            "rate_shock_size": 0.0,
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            "rate_shock_duration": 1.0,
            "gov_response_slope": 0.5,
            "gov_employment_target": 0.92,
            "phillips_linear_slope": 10.0,
            "invest_linear_slope": 10.0,
            "invest_linear_crossing": 0.05,
            "crisis_debt_threshold": 2.5,
            "crisis_debt_slope": 2.0,
            "crisis_employment_level": 0.5,
            "crisis_employment_slope": 15.0
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          "conditional_on": "CONDITIONAL ON AN ASSUMED STATE - not a measurement, not a forecast, and no probability attaches"
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          "conditional_on": "CONDITIONAL ON AN ASSUMED STATE - not a measurement, not a forecast, and no probability attaches",
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          "conditional_on": "CONDITIONAL ON AN ASSUMED STATE - not a measurement, not a forecast, and no probability attaches"
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          "conditional_on": "CONDITIONAL ON AN ASSUMED STATE - not a measurement, not a forecast, and no probability attaches"
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          "conditional_on": "CONDITIONAL ON AN ASSUMED STATE - not a measurement, not a forecast, and no probability attaches",
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          "conditional_on": "CONDITIONAL ON AN ASSUMED STATE - not a measurement, not a forecast, and no probability attaches"
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          "conditional_on": "CONDITIONAL ON AN ASSUMED STATE - not a measurement, not a forecast, and no probability attaches"
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          "conditional_on": "CONDITIONAL ON AN ASSUMED STATE - not a measurement, not a forecast, and no probability attaches"
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          "recovered_within_horizon": true,
          "first_sustained_return_year": 1.0,
          "conditional_on": "CONDITIONAL ON AN ASSUMED STATE - not a measurement, not a forecast, and no probability attaches",
          "tolerance_status": "PROPOSED IN SR-1 AND NOT IN FORCE - section 50 adopts no bound, so this is reported against a stated candidate tolerance (1.0% output, 0.5pp employment, sustained 2 quarters) rather than judged",
          "censoring_note": "'not recovered within the horizon' is CENSORED, not infinite, and must never be averaged or ranked as a number"
        }
      },
      "effects_match_committed_artifact_exactly": true
    }
  ],
  "verification": {
    "native_runs": 8,
    "committed_200bp_effects_equal": true,
    "all_sfc_checks_pass": true
  },
  "exporter": {
    "local_path": "outputs/macro-vulnerability-education-20260920/source/export-macro-evidence.py",
    "sha256": "ac2581cd1504c8392c0e171f2aaee7a6792b14bde90c19bd178c95fcc53709e1"
  }
}
