{
 "engine": "E3-C reserve/pool companion (grid-g1)",
 "seat": "complex-systems-polycrisis",
 "seed": 41,
 "n_paths": 40000,
 "dispatch": "d125",
 "method_commitments": "see module docstring - stated before the run",
 "anchored": {
  "coverage_ratio_s": {
   "2016_primaried": 1.16,
   "2023_derived": 1.276
  },
  "s_2016_source": "DOE 2024 IV.4.3, verbatim: US high-voltage spare LPTs were '116 percent of the number of high-voltage LPTs located in substations the ORNL analysis designated as most crucial'",
  "s_2023_status": "DERIVED, not published: 1.16 x 'over 10 percent' growth (IV.4.4), under DOE's own stated finding that the crucial share 'has not materially changed'. DOE did NOT print this product and it renders as derived or not at all."
 },
 "assumed_and_swept": {
  "phi": [
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   "step 0.02"
  ],
  "phi_R": [
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  "tau_pool": [
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   0.85,
   1.0
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  "tau_own": [
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  "c_colocated": [
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   0.5,
   0.75
  ],
  "N_members": [
   5,
   20,
   50
  ],
  "u_per_member": 6
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 "bias_direction": "INDEPENDENT compatibility OVERSTATES pooling. Real compatibility is clustered by design family. Every pooling figure here is an UPPER BOUND on the voluntary substitute's reach.",
 "anchor_check": {
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   "mc_self": 0.51867,
   "abs_err_self": 0.00303,
   "closed_form_pool": 1.0,
   "mc_pool": 1.0,
   "abs_err_pool": 0.0
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  "phi=0.3": {
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   "mc_self": 0.91587,
   "abs_err_self": 0.00177,
   "closed_form_pool": 1.0,
   "mc_pool": 1.0,
   "abs_err_pool": 0.0
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  "phi=0.6": {
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   "mc_self": 0.99825,
   "abs_err_self": 0.00011,
   "closed_form_pool": 1.0,
   "mc_pool": 1.0,
   "abs_err_pool": 0.0
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