{
  "schema_version": 1,
  "original": {
    "library_file_id": "libfile_d17c13ba435481919afaba92e0feb03f",
    "file_id": "file_0000000015508230bde75ec82ac6f6d0",
    "version": 0,
    "file_name": "pml-rms-directional-contrast-v2-independent-saved-delivery-audit-20261021.json",
    "bytes": 61369,
    "sha256": "37ebf9938a3875947c35d53ebb22d7e2feacb9dde544b1d69e513f3d17f345b6"
  },
  "not_a_verbatim_original": true,
  "omitted": [
    "local absolute paths",
    "reviewer invocation",
    "original receipt bodies and receipt-controlled metadata",
    "internal conversation or approval records",
    "implementation code",
    "old source absolute locations"
  ],
  "projection": {
    "recorded_at_utc": "2026-10-21T07:19:23.801145+00:00",
    "verdict": "saved_archive_and_replay_checks_passed; independent_low_log_odds_recomputation_has_exact_rounding_differences; no_tolerance_pass_assigned",
    "complete_scope": true,
    "structural_hash_and_mapping_issues": [],
    "independent_primary_all_row_exact_equality": false,
    "reason_for_non_exact_primary_equality": "Independent stdlib max-shift logsumexp and saved SciPy logsumexp yield different floating-point last bits for some low15/rest446 log odds rows. Reported without tolerance, clipping, renormalization, replacement, or a blanket arithmetic pass. H1/H0 evidence ratios and all six per-record medians are exactly equal.",
    "low_log_odds_all_columns_total_exact_unequal_cells": 842,
    "low_log_odds_global_max_abs_difference": 2.842170943040401e-14,
    "H1_H0_ratio_all_columns_exact_unequal_cells": 0,
    "actual_process_receipt": {
      "actual_exit_code": 0,
      "signal": null,
      "timed_out": false,
      "reaped_by_launcher": true,
      "elapsed_seconds": 206.57711400799963,
      "max_rss_kib": 287880
    },
    "actual_process_receipt_limits": {
      "one_thread_environment_variables": "OPENBLAS_NUM_THREADS/OMP_NUM_THREADS/MKL_NUM_THREADS/VECLIB_MAXIMUM_THREADS/NUMEXPR_NUM_THREADS/BLIS_NUM_THREADS each 1",
      "AS_soft_hard_bytes": 2147483648,
      "RSS_stage_observed_budget_bytes": 1073741824,
      "wall_seconds": 1800,
      "termination_grace_seconds": 10,
      "stdout_bytes": 315,
      "stderr_bytes": 0,
      "streams_complete": true,
      "scientific_status": "directional_contrast_completed",
      "result_packing_status": "result_zip_all70_files_verified"
    },
    "archive_closure": {
      "outer_stored_members": 11,
      "inner_stored_members": 70,
      "inner_NPY_files": 63,
      "inner_JSON_files": 7,
      "outer_manifest_rows": 10,
      "inner_FILES_rows": 69,
      "inner_result_zip_bytes": 36318261,
      "inner_result_zip_sha256": "ead060560ea6eadbbc719e377469703223a00f0fd6fd4f3d427a7db9e01e7c60",
      "all_outer_and_inner_member_bytes_SHA256_and_stored_regular_metadata_checked": true,
      "all_63_NPY_magic_header_dtype_shape_fortran_data_length_and_data_SHA256_checked": true,
      "source_staging_member_count": 30,
      "all_four_original_receipt_bytes_SHA256_crosschecked": true,
      "external_closure_json_embedded": false,
      "external_closure_json_status_directly_read": false,
      "closure_limit": "execution/closure.json is defined as a separate noncircular sidecar and is not a delivery member. The retained delivery itself and its full member/manifest closure were independently checked."
    },
    "records": {
      "librispeech_1089-134686-0008": {
        "anchors": 1200,
        "unique_physical_windows": 1197,
        "fixed_prefix_samples": 96000,
        "denominator_valid_nonzero_unique_windows": 1197,
        "exact_zero_missing": 0,
        "saved_uncomputed": 0,
        "saved_valid": 1197,
        "replay_compared": 1197,
        "extra_anchor_copies": 3,
        "maximum_multiplicity": 3,
        "old_t_full_461_q_bitwise_unequal_windows": 0,
        "old_t_saved_difference_nonzero_entries": 0,
        "old_t_saved_difference_max_abs": 0.0,
        "old_t_gate_normalizer_RMS_saved_difference_max_abs": 0.0,
        "replay_flags_false": 0,
        "nonfinite_saved_numbers": 0,
        "invalid_placeholder_nonzero": 0,
        "descriptive_medians_from_saved_arrays": {
          "low15_rest446_log_odds_t": -18.25127377405216,
          "low15_rest446_log_odds_acg": -19.049661682869903,
          "low15_rest446_log_odds_acg_minus_t": -0.44213954628813923,
          "H1_H0_prior_free_log_evidence_ratio_t": 93.04946297900807,
          "H1_H0_prior_free_log_evidence_ratio_acg": 97.81418015284495,
          "H1_H0_prior_free_log_evidence_ratio_acg_minus_t": 4.910933932212089
        },
        "descriptive_medians_recomputed_from_q_and_evidence": {
          "low15_rest446_log_odds_t": -18.25127377405216,
          "low15_rest446_log_odds_acg": -19.049661682869903,
          "low15_rest446_log_odds_acg_minus_t": -0.44213954628813923,
          "H1_H0_prior_free_log_evidence_ratio_t": 93.04946297900807,
          "H1_H0_prior_free_log_evidence_ratio_acg": 97.81418015284495,
          "H1_H0_prior_free_log_evidence_ratio_acg_minus_t": 4.910933932212089
        },
        "saved_array_medians_vs_record_JSON_exact_mismatch": {},
        "independent_medians_vs_record_JSON_exact_difference": {},
        "each_primary_column_per_window_exact_unequal_count": {
          "low15_rest446_log_odds_t": 108,
          "low15_rest446_log_odds_acg": 92,
          "low15_rest446_log_odds_acg_minus_t": 157,
          "H1_H0_prior_free_log_evidence_ratio_t": 0,
          "H1_H0_prior_free_log_evidence_ratio_acg": 0,
          "H1_H0_prior_free_log_evidence_ratio_acg_minus_t": 0
        },
        "each_primary_column_per_window_max_abs_difference_and_location": {
          "low15_rest446_log_odds_t": {
            "value": 1.4210854715202004e-14,
            "index": 547,
            "stored": -73.20594235947536,
            "recomputed": -73.20594235947537
          },
          "low15_rest446_log_odds_acg": {
            "value": 1.4210854715202004e-14,
            "index": 795,
            "stored": -100.84422400829791,
            "recomputed": -100.8442240082979
          },
          "low15_rest446_log_odds_acg_minus_t": {
            "value": 1.4210854715202004e-14,
            "index": 547,
            "stored": -13.836583646282236,
            "recomputed": -13.836583646282222
          },
          "H1_H0_prior_free_log_evidence_ratio_t": {
            "value": 0.0,
            "index": null,
            "stored": null,
            "recomputed": null
          },
          "H1_H0_prior_free_log_evidence_ratio_acg": {
            "value": 0.0,
            "index": null,
            "stored": null,
            "recomputed": null
          },
          "H1_H0_prior_free_log_evidence_ratio_acg_minus_t": {
            "value": 0.0,
            "index": null,
            "stored": null,
            "recomputed": null
          }
        },
        "q_argmax_changed_auxiliary": 7,
        "independent_q_logsumexp_max_abs_descriptive_only": 5.595524044110789e-14
      },
      "librispeech_1089-134686-0011": {
        "anchors": 1200,
        "unique_physical_windows": 1197,
        "fixed_prefix_samples": 96000,
        "denominator_valid_nonzero_unique_windows": 1197,
        "exact_zero_missing": 0,
        "saved_uncomputed": 0,
        "saved_valid": 1197,
        "replay_compared": 1197,
        "extra_anchor_copies": 3,
        "maximum_multiplicity": 3,
        "old_t_full_461_q_bitwise_unequal_windows": 0,
        "old_t_saved_difference_nonzero_entries": 0,
        "old_t_saved_difference_max_abs": 0.0,
        "old_t_gate_normalizer_RMS_saved_difference_max_abs": 0.0,
        "replay_flags_false": 0,
        "nonfinite_saved_numbers": 0,
        "invalid_placeholder_nonzero": 0,
        "descriptive_medians_from_saved_arrays": {
          "low15_rest446_log_odds_t": -19.785467946717993,
          "low15_rest446_log_odds_acg": -20.74288672454346,
          "low15_rest446_log_odds_acg_minus_t": -0.43493542466083923,
          "H1_H0_prior_free_log_evidence_ratio_t": 86.13247916830363,
          "H1_H0_prior_free_log_evidence_ratio_acg": 90.42841147615717,
          "H1_H0_prior_free_log_evidence_ratio_acg_minus_t": 3.9333965114373513
        },
        "descriptive_medians_recomputed_from_q_and_evidence": {
          "low15_rest446_log_odds_t": -19.785467946717993,
          "low15_rest446_log_odds_acg": -20.74288672454346,
          "low15_rest446_log_odds_acg_minus_t": -0.43493542466083923,
          "H1_H0_prior_free_log_evidence_ratio_t": 86.13247916830363,
          "H1_H0_prior_free_log_evidence_ratio_acg": 90.42841147615717,
          "H1_H0_prior_free_log_evidence_ratio_acg_minus_t": 3.9333965114373513
        },
        "saved_array_medians_vs_record_JSON_exact_mismatch": {},
        "independent_medians_vs_record_JSON_exact_difference": {},
        "each_primary_column_per_window_exact_unequal_count": {
          "low15_rest446_log_odds_t": 78,
          "low15_rest446_log_odds_acg": 77,
          "low15_rest446_log_odds_acg_minus_t": 128,
          "H1_H0_prior_free_log_evidence_ratio_t": 0,
          "H1_H0_prior_free_log_evidence_ratio_acg": 0,
          "H1_H0_prior_free_log_evidence_ratio_acg_minus_t": 0
        },
        "each_primary_column_per_window_max_abs_difference_and_location": {
          "low15_rest446_log_odds_t": {
            "value": 1.4210854715202004e-14,
            "index": 239,
            "stored": -83.43350193695,
            "recomputed": -83.43350193694998
          },
          "low15_rest446_log_odds_acg": {
            "value": 2.842170943040401e-14,
            "index": 380,
            "stored": -168.90853005644487,
            "recomputed": -168.90853005644485
          },
          "low15_rest446_log_odds_acg_minus_t": {
            "value": 2.842170943040401e-14,
            "index": 380,
            "stored": -38.84798476551629,
            "recomputed": -38.84798476551626
          },
          "H1_H0_prior_free_log_evidence_ratio_t": {
            "value": 0.0,
            "index": null,
            "stored": null,
            "recomputed": null
          },
          "H1_H0_prior_free_log_evidence_ratio_acg": {
            "value": 0.0,
            "index": null,
            "stored": null,
            "recomputed": null
          },
          "H1_H0_prior_free_log_evidence_ratio_acg_minus_t": {
            "value": 0.0,
            "index": null,
            "stored": null,
            "recomputed": null
          }
        },
        "q_argmax_changed_auxiliary": 7,
        "independent_q_logsumexp_max_abs_descriptive_only": 5.684341886080802e-14
      },
      "librispeech_1089-134686-0032": {
        "anchors": 818,
        "unique_physical_windows": 815,
        "fixed_prefix_samples": 65440,
        "denominator_valid_nonzero_unique_windows": 815,
        "exact_zero_missing": 0,
        "saved_uncomputed": 0,
        "saved_valid": 815,
        "replay_compared": 815,
        "extra_anchor_copies": 3,
        "maximum_multiplicity": 3,
        "old_t_full_461_q_bitwise_unequal_windows": 0,
        "old_t_saved_difference_nonzero_entries": 0,
        "old_t_saved_difference_max_abs": 0.0,
        "old_t_gate_normalizer_RMS_saved_difference_max_abs": 0.0,
        "replay_flags_false": 0,
        "nonfinite_saved_numbers": 0,
        "invalid_placeholder_nonzero": 0,
        "descriptive_medians_from_saved_arrays": {
          "low15_rest446_log_odds_t": -17.73016778793936,
          "low15_rest446_log_odds_acg": -18.384573887238048,
          "low15_rest446_log_odds_acg_minus_t": -0.16174736038683335,
          "H1_H0_prior_free_log_evidence_ratio_t": 82.77971227921643,
          "H1_H0_prior_free_log_evidence_ratio_acg": 86.46670566880447,
          "H1_H0_prior_free_log_evidence_ratio_acg_minus_t": 3.8293794592234107
        },
        "descriptive_medians_recomputed_from_q_and_evidence": {
          "low15_rest446_log_odds_t": -17.73016778793936,
          "low15_rest446_log_odds_acg": -18.384573887238048,
          "low15_rest446_log_odds_acg_minus_t": -0.16174736038683335,
          "H1_H0_prior_free_log_evidence_ratio_t": 82.77971227921643,
          "H1_H0_prior_free_log_evidence_ratio_acg": 86.46670566880447,
          "H1_H0_prior_free_log_evidence_ratio_acg_minus_t": 3.8293794592234107
        },
        "saved_array_medians_vs_record_JSON_exact_mismatch": {},
        "independent_medians_vs_record_JSON_exact_difference": {},
        "each_primary_column_per_window_exact_unequal_count": {
          "low15_rest446_log_odds_t": 57,
          "low15_rest446_log_odds_acg": 52,
          "low15_rest446_log_odds_acg_minus_t": 93,
          "H1_H0_prior_free_log_evidence_ratio_t": 0,
          "H1_H0_prior_free_log_evidence_ratio_acg": 0,
          "H1_H0_prior_free_log_evidence_ratio_acg_minus_t": 0
        },
        "each_primary_column_per_window_max_abs_difference_and_location": {
          "low15_rest446_log_odds_t": {
            "value": 7.105427357601002e-15,
            "index": 265,
            "stored": -38.22195082409385,
            "recomputed": -38.221950824093845
          },
          "low15_rest446_log_odds_acg": {
            "value": 3.552713678800501e-15,
            "index": 323,
            "stored": -22.816581416695517,
            "recomputed": -22.816581416695513
          },
          "low15_rest446_log_odds_acg_minus_t": {
            "value": 7.105427357601002e-15,
            "index": 265,
            "stored": -2.343485283944709,
            "recomputed": -2.343485283944716
          },
          "H1_H0_prior_free_log_evidence_ratio_t": {
            "value": 0.0,
            "index": null,
            "stored": null,
            "recomputed": null
          },
          "H1_H0_prior_free_log_evidence_ratio_acg": {
            "value": 0.0,
            "index": null,
            "stored": null,
            "recomputed": null
          },
          "H1_H0_prior_free_log_evidence_ratio_acg_minus_t": {
            "value": 0.0,
            "index": null,
            "stored": null,
            "recomputed": null
          }
        },
        "q_argmax_changed_auxiliary": 2,
        "independent_q_logsumexp_max_abs_descriptive_only": 5.495603971894525e-14
      }
    },
    "all_checks": [
      "official Library materialization and delivery SHA/bytes/xattrs",
      "outer11 and inner70 stored regular member inventories, no duplicate/encrypted members",
      "outer DELIVERY_MANIFEST 10 rows and inner FILES 69 rows covering exact bytes/SHA",
      "inner63 NPY header/data length/type/shape and data SHA, all JSON parsed",
      "actual invocation exit/signal/timeout/reap/elapsed/RSS/limits/complete stream identities and stdout/stderr",
      "four original receipt byte hashes against invocation/provenance/outer members",
      "actual source receipt 12 fields and retained source Library identity/manifest, full30 source-staging byte hashes",
      "fixed input pin, native and nested D1 outer/inner archive and FILES byte hashes, prior audit receipt status",
      "all3 fixed prefixes, 3218 anchors, 3209 unique windows, hop/window boundary, monotonic unique map, first representative and multiplicity",
      "clock raw times/bits, shifted windows, masks, zero/valid/computed states, nonfinite and placeholder scan",
      "all valid old t 461q value bytes, saved difference arrays, replay flags, RMS, duplicate old anchor values",
      "all valid 461q low15/rest446 log odds from independent stdlib logsumexp with every exact difference recorded by count/max/location",
      "all valid H1/H0 prior-free evidence ratios and ACG-minus-t from saved four evidence columns",
      "per-record six medians from saved metrics and independent q/evidence arithmetic against both record and summary JSON",
      "old vs new NumPy errstate and warnings filter/capture static source comparison and saved event counts"
    ],
    "quality_truth_adoption_decision": null,
    "formal_base": "PML",
    "AR3_meaning": "three atoms of AR(1) residual prior, not AR(3)",
    "old_401_403_artifacts_used_or_transferred": false,
    "warning_finding": {
      "new_saved_captured_event_count": 0,
      "new_summary_warning_count": 0,
      "new_child_stdout_warning_count": 0,
      "new_captured_stderr_bytes": 0,
      "old_native_saved_events_total": 660,
      "old_native_saved_warning_events": 596,
      "old_native_RuntimeWarning_underflow_events": 595,
      "old_native_UserWarning_events": 1,
      "old_native_warning_event_has_stack": false,
      "underflow_detection_setting_change_found": false,
      "static_configuration": {
        "old_outer_errstate": {
          "over": "warn",
          "invalid": "warn",
          "divide": "warn",
          "under": "warn"
        },
        "old_narrow_selector_errstate": "all=raise",
        "new_main_and_local_errstate": {
          "over": "raise",
          "invalid": "raise",
          "divide": "raise",
          "under": "warn"
        },
        "old_and_new_simplefilter": "always",
        "suppression_setting_found": false,
        "runtime_np_geterr_recorded": false,
        "import_and_logging_capture_placement_differ": true,
        "cause_of_zero_captured_warnings_determined": false
      },
      "interpretation": "Captured event count only; not absence of underflow or evidence of improved numerical stability. Static source settings do not establish the unrecorded runtime np.geterr."
    },
    "full_numeric_evidence": {
      "status": "static_saved_data_audit_complete",
      "issues": [],
      "staging_file_count": 30,
      "records": {
        "librispeech_1089-134686-0008": {
          "anchors": 1200,
          "unique_windows": 1197,
          "prefix_samples": 96000,
          "valid_nonzero": 1197,
          "exact_zero_missing": 0,
          "saved_uncomputed": 0,
          "saved_valid": 1197,
          "replay_compared": 1197,
          "argmax_changed": 7,
          "multiplicity_max": 3,
          "q_log_bitwise_unequal_windows": 0,
          "q_log_difference_nonzero_entries": 0,
          "q_log_difference_max_abs": 0.0,
          "other_replay_difference_max_abs": 0.0,
          "replay_flag_false": 0,
          "nonfinite_values": 0,
          "invalid_placeholder_nonzero": 0,
          "conditional_q_logsumexp_max_abs": 5.595524044110789e-14,
          "saved_metric_medians": {
            "low15_rest446_log_odds_t": -18.25127377405216,
            "low15_rest446_log_odds_acg": -19.049661682869903,
            "low15_rest446_log_odds_acg_minus_t": -0.44213954628813923,
            "H1_H0_prior_free_log_evidence_ratio_t": 93.04946297900807,
            "H1_H0_prior_free_log_evidence_ratio_acg": 97.81418015284495,
            "H1_H0_prior_free_log_evidence_ratio_acg_minus_t": 4.910933932212089
          },
          "independent_metric_medians": {
            "low15_rest446_log_odds_t": -18.25127377405216,
            "low15_rest446_log_odds_acg": -19.049661682869903,
            "low15_rest446_log_odds_acg_minus_t": -0.44213954628813923,
            "H1_H0_prior_free_log_evidence_ratio_t": 93.04946297900807,
            "H1_H0_prior_free_log_evidence_ratio_acg": 97.81418015284495,
            "H1_H0_prior_free_log_evidence_ratio_acg_minus_t": 4.910933932212089
          },
          "saved_metric_json_median_unequal": {},
          "recomputed_metric_json_median_difference": {},
          "metric_all_row_numeric_unequal_count": {
            "low15_rest446_log_odds_t": 108,
            "low15_rest446_log_odds_acg": 92,
            "low15_rest446_log_odds_acg_minus_t": 157,
            "H1_H0_prior_free_log_evidence_ratio_t": 0,
            "H1_H0_prior_free_log_evidence_ratio_acg": 0,
            "H1_H0_prior_free_log_evidence_ratio_acg_minus_t": 0
          },
          "metric_all_row_max_abs_difference": {
            "low15_rest446_log_odds_t": {
              "value": 1.4210854715202004e-14,
              "index": 547,
              "stored": -73.20594235947536,
              "recomputed": -73.20594235947537
            },
            "low15_rest446_log_odds_acg": {
              "value": 1.4210854715202004e-14,
              "index": 795,
              "stored": -100.84422400829791,
              "recomputed": -100.8442240082979
            },
            "low15_rest446_log_odds_acg_minus_t": {
              "value": 1.4210854715202004e-14,
              "index": 547,
              "stored": -13.836583646282236,
              "recomputed": -13.836583646282222
            },
            "H1_H0_prior_free_log_evidence_ratio_t": {
              "value": 0.0,
              "index": null,
              "stored": null,
              "recomputed": null
            },
            "H1_H0_prior_free_log_evidence_ratio_acg": {
              "value": 0.0,
              "index": null,
              "stored": null,
              "recomputed": null
            },
            "H1_H0_prior_free_log_evidence_ratio_acg_minus_t": {
              "value": 0.0,
              "index": null,
              "stored": null,
              "recomputed": null
            }
          }
        },
        "librispeech_1089-134686-0011": {
          "anchors": 1200,
          "unique_windows": 1197,
          "prefix_samples": 96000,
          "valid_nonzero": 1197,
          "exact_zero_missing": 0,
          "saved_uncomputed": 0,
          "saved_valid": 1197,
          "replay_compared": 1197,
          "argmax_changed": 7,
          "multiplicity_max": 3,
          "q_log_bitwise_unequal_windows": 0,
          "q_log_difference_nonzero_entries": 0,
          "q_log_difference_max_abs": 0.0,
          "other_replay_difference_max_abs": 0.0,
          "replay_flag_false": 0,
          "nonfinite_values": 0,
          "invalid_placeholder_nonzero": 0,
          "conditional_q_logsumexp_max_abs": 5.684341886080802e-14,
          "saved_metric_medians": {
            "low15_rest446_log_odds_t": -19.785467946717993,
            "low15_rest446_log_odds_acg": -20.74288672454346,
            "low15_rest446_log_odds_acg_minus_t": -0.43493542466083923,
            "H1_H0_prior_free_log_evidence_ratio_t": 86.13247916830363,
            "H1_H0_prior_free_log_evidence_ratio_acg": 90.42841147615717,
            "H1_H0_prior_free_log_evidence_ratio_acg_minus_t": 3.9333965114373513
          },
          "independent_metric_medians": {
            "low15_rest446_log_odds_t": -19.785467946717993,
            "low15_rest446_log_odds_acg": -20.74288672454346,
            "low15_rest446_log_odds_acg_minus_t": -0.43493542466083923,
            "H1_H0_prior_free_log_evidence_ratio_t": 86.13247916830363,
            "H1_H0_prior_free_log_evidence_ratio_acg": 90.42841147615717,
            "H1_H0_prior_free_log_evidence_ratio_acg_minus_t": 3.9333965114373513
          },
          "saved_metric_json_median_unequal": {},
          "recomputed_metric_json_median_difference": {},
          "metric_all_row_numeric_unequal_count": {
            "low15_rest446_log_odds_t": 78,
            "low15_rest446_log_odds_acg": 77,
            "low15_rest446_log_odds_acg_minus_t": 128,
            "H1_H0_prior_free_log_evidence_ratio_t": 0,
            "H1_H0_prior_free_log_evidence_ratio_acg": 0,
            "H1_H0_prior_free_log_evidence_ratio_acg_minus_t": 0
          },
          "metric_all_row_max_abs_difference": {
            "low15_rest446_log_odds_t": {
              "value": 1.4210854715202004e-14,
              "index": 239,
              "stored": -83.43350193695,
              "recomputed": -83.43350193694998
            },
            "low15_rest446_log_odds_acg": {
              "value": 2.842170943040401e-14,
              "index": 380,
              "stored": -168.90853005644487,
              "recomputed": -168.90853005644485
            },
            "low15_rest446_log_odds_acg_minus_t": {
              "value": 2.842170943040401e-14,
              "index": 380,
              "stored": -38.84798476551629,
              "recomputed": -38.84798476551626
            },
            "H1_H0_prior_free_log_evidence_ratio_t": {
              "value": 0.0,
              "index": null,
              "stored": null,
              "recomputed": null
            },
            "H1_H0_prior_free_log_evidence_ratio_acg": {
              "value": 0.0,
              "index": null,
              "stored": null,
              "recomputed": null
            },
            "H1_H0_prior_free_log_evidence_ratio_acg_minus_t": {
              "value": 0.0,
              "index": null,
              "stored": null,
              "recomputed": null
            }
          }
        },
        "librispeech_1089-134686-0032": {
          "anchors": 818,
          "unique_windows": 815,
          "prefix_samples": 65440,
          "valid_nonzero": 815,
          "exact_zero_missing": 0,
          "saved_uncomputed": 0,
          "saved_valid": 815,
          "replay_compared": 815,
          "argmax_changed": 2,
          "multiplicity_max": 3,
          "q_log_bitwise_unequal_windows": 0,
          "q_log_difference_nonzero_entries": 0,
          "q_log_difference_max_abs": 0.0,
          "other_replay_difference_max_abs": 0.0,
          "replay_flag_false": 0,
          "nonfinite_values": 0,
          "invalid_placeholder_nonzero": 0,
          "conditional_q_logsumexp_max_abs": 5.495603971894525e-14,
          "saved_metric_medians": {
            "low15_rest446_log_odds_t": -17.73016778793936,
            "low15_rest446_log_odds_acg": -18.384573887238048,
            "low15_rest446_log_odds_acg_minus_t": -0.16174736038683335,
            "H1_H0_prior_free_log_evidence_ratio_t": 82.77971227921643,
            "H1_H0_prior_free_log_evidence_ratio_acg": 86.46670566880447,
            "H1_H0_prior_free_log_evidence_ratio_acg_minus_t": 3.8293794592234107
          },
          "independent_metric_medians": {
            "low15_rest446_log_odds_t": -17.73016778793936,
            "low15_rest446_log_odds_acg": -18.384573887238048,
            "low15_rest446_log_odds_acg_minus_t": -0.16174736038683335,
            "H1_H0_prior_free_log_evidence_ratio_t": 82.77971227921643,
            "H1_H0_prior_free_log_evidence_ratio_acg": 86.46670566880447,
            "H1_H0_prior_free_log_evidence_ratio_acg_minus_t": 3.8293794592234107
          },
          "saved_metric_json_median_unequal": {},
          "recomputed_metric_json_median_difference": {},
          "metric_all_row_numeric_unequal_count": {
            "low15_rest446_log_odds_t": 57,
            "low15_rest446_log_odds_acg": 52,
            "low15_rest446_log_odds_acg_minus_t": 93,
            "H1_H0_prior_free_log_evidence_ratio_t": 0,
            "H1_H0_prior_free_log_evidence_ratio_acg": 0,
            "H1_H0_prior_free_log_evidence_ratio_acg_minus_t": 0
          },
          "metric_all_row_max_abs_difference": {
            "low15_rest446_log_odds_t": {
              "value": 7.105427357601002e-15,
              "index": 265,
              "stored": -38.22195082409385,
              "recomputed": -38.221950824093845
            },
            "low15_rest446_log_odds_acg": {
              "value": 3.552713678800501e-15,
              "index": 323,
              "stored": -22.816581416695517,
              "recomputed": -22.816581416695513
            },
            "low15_rest446_log_odds_acg_minus_t": {
              "value": 7.105427357601002e-15,
              "index": 265,
              "stored": -2.343485283944709,
              "recomputed": -2.343485283944716
            },
            "H1_H0_prior_free_log_evidence_ratio_t": {
              "value": 0.0,
              "index": null,
              "stored": null,
              "recomputed": null
            },
            "H1_H0_prior_free_log_evidence_ratio_acg": {
              "value": 0.0,
              "index": null,
              "stored": null,
              "recomputed": null
            },
            "H1_H0_prior_free_log_evidence_ratio_acg_minus_t": {
              "value": 0.0,
              "index": null,
              "stored": null,
              "recomputed": null
            }
          }
        }
      },
      "warnings_captured": 0,
      "executed_science": false,
      "target_imported": false
    },
    "reviewer_reader_history": {
      "scope": "reviewer saved-array reader only; not the scientific run",
      "final_exit_code": 0,
      "final_stderr": "",
      "first_local_failure_and_correction": "Initial reviewer NPY.values implementation returned only the first element for a 1D array and raised StopIteration when constructing unique-window representatives. The helper was corrected to unpack the full 1D payload; no source/output bytes or acceptance threshold changed."
    },
    "limitations": [
      "Past process exit/reap assessed through retained invocation and stream/archive evidence; no independent OS observation.",
      "Separate noncircular execution closure sidecar was not embedded or directly read; delivery member closure was independently checked.",
      "No complete likelihood rerun, source execution, true-F0/VUV calibration, quality or adoption conclusion.",
      "Independent stdlib low-odds arithmetic has exact last-bit differences from SciPy; no tolerance pass or stored-value replacement."
    ]
  }
}
