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\"parity_flip_count\": 31,\n            \"total_flip_count\": 34,\n            \"message_flip_cost\": 0.353937,\n            \"parity_flip_cost\": 52.218387,\n            \"total_reliability_cost\": 52.572324,\n            \"closed_syndrome_weight\": 999,\n            \"valid_codeword_hard_decision\": true,\n            \"message91\": \"1011100111111101111111111111010111111101110111101111001111101011111010111111111011101011111\",\n            \"message91_sha256_16\": \"ec338375494e781a\",\n            \"codeword174_sha256_16\": \"96eccd15b2b6fe05\"\n          }\n        ],\n        \"warning\": \"Syndrome closure can always form a codeword by parity repair; this is only a ranked candidate generator until JS8 message unpack/CRC validates a candidate.\"\n      }\n    }\n  ],\n  \"decodes\": [],\n  \"outputs\": {\n    \"ldpc_soft_decode_json\": \"/decoders/js8_decoder/runtime/ldpc_soft_decode/step43_ldpc_soft_decode.json\"\n  },\n  \"warnings\": [\n    \"Step 43 keeps the direct timing-sweep primary row first and adds a bounded syndrome-closure repair candidate generator ranked by LLR reliability cost.\",\n    \"Step 43 syndrome-closure repair is diagnostic only: parity repair can force syndrome zero, so candidates still need JS8 message unpack/CRC validation before they count as real decodes.\",\n    \"This still does not unpack JS8 text or validate CRC/message payloads.\",\n    \"If soft success is true or a syndrome-closure candidate passes future JS8 message/CRC validation, the next step can unpack the 91-bit message. Otherwise continue timing/interleaver/LLR tuning.\"\n  ],\n  \"next_action\": \"Inspect best_syndrome_closure_repair_probe.top_candidates. Next step should add bounded JS8 91-bit message unpack/CRC validation for the ranked candidate messages while keeping timing best row unchanged.\"\n}\n\n[webftr-js8-lab] OK\n[webftr-js8-lab] log file: /decoders/js8_decoder/logs/20260527T063119Z_ldpc-soft-decode.log\n[webftr-js8-lab] manifest: /decoders/js8_decoder/logs/20260527T063119Z_ldpc-soft-decode_manifest.json\n[webftr-js8-lab] ldpc-soft-decode exit_code=0\n\n========== REAL-RUN STEP 10/10: JS8LAB LOG BUNDLE ==========\n[webftr-js8-lab] collecting JS8Lab logs from /decoders/js8_decoder/logs\n[webftr-js8-lab] upload this JS8Lab bundle: /decoders/js8_decoder/logs/js8_decoder_lab_real_run_20260527T062127Z.zip\n\n[webftr-js8-lab] OK\n[webftr-js8-lab] log file: /decoders/js8_decoder/logs/20260527T062127Z_real-run.log\n[webftr-js8-lab] manifest: /decoders/js8_decoder/logs/20260527T062127Z_real-run_manifest.json\n\n[webftr-js8-lab] OK\n[webftr-js8-lab] log file: /decoders/js8_decoder/logs/20260527T062127Z_server-deep-run.log\n[webftr-js8-lab] manifest: /decoders/js8_decoder/logs/20260527T062127Z_server-deep-run_manifest.json\n"
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          "Quick-window-scan only selects a likely analysis window; it is not a JS8 text decoder."
        ],
        "next_action": "Run sync/soft-symbol/FEC probes on selected_window_wav. Message unpack is not implemented in Step 43."
      }
    },
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      },
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        "exit_code": 143,
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          "--hop-seconds",
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          "--max-seconds",
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          "--max-windows",
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          "--max-starts",
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          "--max-base-candidates",
          "2",
          "--output-dir",
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          "--prefer-js8"
        ],
        "stderr_log": "/decoders/js8_decoder/logs/20260527T062127Z_real_run_dirty_window_scan_output.stderr.log",
        "stderr_tail": "/decoders/js8_decoder/src/webftr_js8_lab/js8_dirty_window_scan.py:4: DeprecationWarning: 'audioop' is deprecated and slated for removal in Python 3.13\n  import audioop\n",
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        "safety": {
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          "send": false,
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        },
        "next_action": "Step 43 timeout guard stopped this expensive probe; preserved partial timing JSON when available. The real-run now continues with quick-window fallback when available; otherwise inspect stderr/log bundle."
      }
    },
    "dirty_window_scan": {
      "name": "20260527T062127Z_real_run_dirty_window_scan_output.json",
      "path": "/decoders/js8_decoder/logs/20260527T062127Z_real_run_dirty_window_scan_output.json",
      "url": "/logs/20260527T062127Z_real_run_dirty_window_scan_output.json",
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      },
      "json_preview": {
        "ok": false,
        "error": "json_command_timeout_guard",
        "timeout_seconds": 60,
        "exit_code": 143,
        "command": [
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          "webftr_js8_lab.js8_dirty_window_scan",
          "--input",
          "/decoders/js8_decoder/runtime/quick_prefilter_windows/js8_quick_selected_window.wav",
          "--pretty",
          "--window-seconds",
          "54",
          "--hop-seconds",
          "30",
          "--max-seconds",
          "75",
          "--max-windows",
          "1",
          "--max-starts",
          "3",
          "--max-base-candidates",
          "2",
          "--output-dir",
          "/decoders/js8_decoder/runtime/dirty_windows",
          "--prefer-js8"
        ],
        "stderr_log": "/decoders/js8_decoder/logs/20260527T062127Z_real_run_dirty_window_scan_output.stderr.log",
        "stderr_tail": "/decoders/js8_decoder/src/webftr_js8_lab/js8_dirty_window_scan.py:4: DeprecationWarning: 'audioop' is deprecated and slated for removal in Python 3.13\n  import audioop\n",
        "rx_only": true,
        "safety": {
          "tx": false,
          "ptt": false,
          "tune": false,
          "send": false,
          "js8call_runtime_control": false
        },
        "next_action": "Step 43 timeout guard stopped this expensive probe; preserved partial timing JSON when available. The real-run now continues with quick-window fallback when available; otherwise inspect stderr/log bundle."
      }
    },
    "ldpc_soft_decode": {
      "name": "20260527T063119Z_ldpc_soft_decode_output.json",
      "path": "/decoders/js8_decoder/logs/20260527T063119Z_ldpc_soft_decode_output.json",
      "url": "/logs/20260527T063119Z_ldpc_soft_decode_output.json",
      "stat": {
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        "mtime_utc": "2026-05-27T06:31:28Z"
      },
      "json_preview": {
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        "mode": "JS8",
        "tool": "webftr-js8-soft-ldpc-minsum-probe",
        "tool_version": "step43-syndrome-closure-repair-candidates",
        "input_wav": null,
        "candidate_json": "/decoders/js8_decoder/runtime/timing_boundary_sweep/step43_best_timing_fec_candidate.json",
        "rx_only": true,
        "safety": {
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          "ptt": false,
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          "send": false,
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        },
        "implementation_stage": "step43_direct_primary_syndrome_closure_repair_candidates_no_message_unpack",
        "matrix": {
          "code": "(174,91)",
          "message_bits": 91,
          "parity_bits": 83,
          "codeword_bits": 174,
          "check_count": 83
        },
        "decoder": {
          "algorithm": "normalized_min_sum_multi_trial",
          "max_iterations": 32,
          "default_alpha": 0.8,
          "llr_convention": "positive=bit0_more_likely, negative=bit1_more_likely",
          "mapping_expansion": "ft8_gray_demap_plus_bitrev_interleaver_candidates",
          "max_decode_rows": 1,
          "fast_trials": true,
          "trial_count": 2,
          "timeout_avoidance": "direct_primary_first_default_1_row",
          "direct_timing_primary_preserved": true,
          "hard_repair_probe": {
            "repair_rows": 1,
            "repair_pool_size": 18,
            "repair_max_depth": 2
          }
        },
        "candidate_context": {
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                  ],
                  "all_flip_indices": [
                    30,
                    29,
                    80,
                    93,
                    103,
                    105,
                    106,
                    118,
                    119,
                    121,
                    123,
                    125,
                    129,
                    130,
                    133,
                    135,
                    136,
                    140,
                    143,
                    144,
                    145,
                    146,
                    147,
                    149,
                    151,
                    154,
                    155,
                    156,
                    160,
                    162,
                    164,
                    167,
                    170,
                    171
                  ],
                  "message_flip_count": 3,
                  "parity_flip_count": 31,
                  "total_flip_count": 34,
                  "message_flip_cost": 0.274747,
                  "parity_flip_cost": 50.102218,
                  "total_reliability_cost": 50.376965,
                  "closed_syndrome_weight": 999,
                  "valid_codeword_hard_decision": true,
                  "message91": "1011100111111101111111111111000111111101110111101011001111101011111010111111111001101111111",
                  "message91_sha256_16": "87320eb9f8923b18",
                  "codeword174_sha256_16": "e819b7503c7ac99b"
                },
                {
                  "message_flip_indices": [
                    52,
                    85,
                    90
                  ],
                  "parity_flip_indices": [
                    93,
                    96,
                    97,
                    98,
                    99,
                    105,
                    111,
                    112,
                    113,
                    114,
                    116,
                    124,
                    125,
                    127,
                    132,
                    134,
                    137,
                    140,
                    141,
                    144,
                    147,
                    150,
                    151,
                    154,
                    155,
                    166,
                    168,
                    169,
                    173
                  ],
                  "all_flip_indices": [
                    52,
                    85,
                    90,
                    93,
                    96,
                    97,
                    98,
                    99,
                    105,
                    111,
                    112,
                    113,
                    114,
                    116,
                    124,
                    125,
                    127,
                    132,
                    134,
                    137,
                    140,
                    141,
                    144,
                    147,
                    150,
                    151,
                    154,
                    155,
                    166,
                    168,
                    169,
                    173
                  ],
                  "message_flip_count": 3,
                  "parity_flip_count": 29,
                  "total_flip_count": 32,
                  "message_flip_cost": 0.745046,
                  "parity_flip_cost": 50.83093,
                  "total_reliability_cost": 51.575976,
                  "closed_syndrome_weight": 999,
                  "valid_codeword_hard_decision": true,
                  "message91": "1011100111111101111111111111011111111101110111101011101111101011111010111111111011101011110",
                  "message91_sha256_16": "06f1492d4004ad05",
                  "codeword174_sha256_16": "e01aee569d423294"
                },
                {
                  "message_flip_indices": [
                    85
                  ],
                  "parity_flip_indices": [
                    91,
                    95,
                    101,
                    104,
                    105,
                    110,
                    112,
                    115,
                    117,
                    118,
                    123,
                    124,
                    128,
                    130,
                    133,
                    135,
                    136,
                    137,
                    142,
                    145,
                    146,
                    152,
                    153,
                    154,
                    159,
                    162,
                    163,
                    164,
                    166,
                    169,
                    170,
                    171,
                    172
                  ],
                  "all_flip_indices": [
                    85,
                    91,
                    95,
                    101,
                    104,
                    105,
                    110,
                    112,
                    115,
                    117,
                    118,
                    123,
                    124,
                    128,
                    130,
                    133,
                    135,
                    136,
                    137,
                    142,
                    145,
                    146,
                    152,
                    153,
                    154,
                    159,
                    162,
                    163,
                    164,
                    166,
                    169,
                    170,
                    171,
                    172
                  ],
                  "message_flip_count": 1,
                  "parity_flip_count": 33,
                  "total_flip_count": 34,
                  "message_flip_cost": 0.275273,
                  "parity_flip_cost": 51.719249,
                  "total_reliability_cost": 51.994522,
                  "closed_syndrome_weight": 999,
                  "valid_codeword_hard_decision": true,
                  "message91": "1011100111111101111111111111011111111101110111101011001111101011111010111111111011101011111",
                  "message91_sha256_16": "6830a3cab7de2075",
                  "codeword174_sha256_16": "b50b960ae03a0ea9"
                },
                {
                  "message_flip_indices": [
                    49,
                    30,
                    85
                  ],
                  "parity_flip_indices": [
                    96,
                    97,
                    99,
                    101,
                    102,
                    105,
                    110,
                    111,
                    115,
                    116,
                    117,
                    119,
                    121,
                    124,
                    125,
                    126,
                    131,
                    134,
                    135,
                    137,
                    140,
                    141,
                    145,
                    146,
                    147,
                    150,
                    161,
                    162,
                    166,
                    171,
                    172
                  ],
                  "all_flip_indices": [
                    49,
                    30,
                    85,
                    96,
                    97,
                    99,
                    101,
                    102,
                    105,
                    110,
                    111,
                    115,
                    116,
                    117,
                    119,
                    121,
                    124,
                    125,
                    126,
                    131,
                    134,
                    135,
                    137,
                    140,
                    141,
                    145,
                    146,
                    147,
                    150,
                    161,
                    162,
                    166,
                    171,
                    172
                  ],
                  "message_flip_count": 3,
                  "parity_flip_count": 31,
                  "total_flip_count": 34,
                  "message_flip_cost": 0.353937,
                  "parity_flip_cost": 52.218387,
                  "total_reliability_cost": 52.572324,
                  "closed_syndrome_weight": 999,
                  "valid_codeword_hard_decision": true,
                  "message91": "1011100111111101111111111111010111111101110111101111001111101011111010111111111011101011111",
                  "message91_sha256_16": "ec338375494e781a",
                  "codeword174_sha256_16": "96eccd15b2b6fe05"
                }
              ],
              "warning": "Syndrome closure can always form a codeword by parity repair; this is only a ranked candidate generator until JS8 message unpack/CRC validates a candidate."
            }
          }
        ],
        "decodes": [],
        "outputs": {
          "ldpc_soft_decode_json": "/decoders/js8_decoder/runtime/ldpc_soft_decode/step43_ldpc_soft_decode.json"
        },
        "warnings": [
          "Step 43 keeps the direct timing-sweep primary row first and adds a bounded syndrome-closure repair candidate generator ranked by LLR reliability cost.",
          "Step 43 syndrome-closure repair is diagnostic only: parity repair can force syndrome zero, so candidates still need JS8 message unpack/CRC validation before they count as real decodes.",
          "This still does not unpack JS8 text or validate CRC/message payloads.",
          "If soft success is true or a syndrome-closure candidate passes future JS8 message/CRC validation, the next step can unpack the 91-bit message. Otherwise continue timing/interleaver/LLR tuning."
        ],
        "next_action": "Inspect best_syndrome_closure_repair_probe.top_candidates. Next step should add bounded JS8 91-bit message unpack/CRC validation for the ranked candidate messages while keeping timing best row unchanged."
      }
    },
    "ldpc_matrix_probe": {
      "name": "20260527T063116Z_ldpc_matrix_probe_output.json",
      "path": "/decoders/js8_decoder/logs/20260527T063116Z_ldpc_matrix_probe_output.json",
      "url": "/logs/20260527T063116Z_ldpc_matrix_probe_output.json",
      "stat": {
        "exists": true,
        "is_file": true,
        "is_dir": false,
        "size": 36073,
        "mtime_utc": "2026-05-27T06:31:18Z"
      },
      "json_preview": {
        "ok": true,
        "mode": "JS8",
        "tool": "webftr-js8-real-ldpc-matrix-syndrome-probe",
        "tool_version": "step43-syndrome-closure-repair-candidates",
        "input_wav": null,
        "candidate_json": "/decoders/js8_decoder/runtime/timing_boundary_sweep/step43_best_timing_fec_candidate.json",
        "rx_only": true,
        "safety": {
          "tx": false,
          "ptt": false,
          "tune": false,
          "send": false,
          "js8call_runtime_control": false
        },
        "implementation_stage": "step43_bounded_gray_interleaver_matrix_ranking_no_message_unpack",
        "matrix": {
          "code": "(174,91) LDPC generator matrix",
          "generator_rows": 83,
          "generator_cols": 91,
          "message_bits": 91,
          "parity_bits": 83,
          "source_file": "ldpc_174_91_c_generator.f90"
        },
        "bounds": {
          "total_transform_rows_before_limit": 865,
          "max_rows": 72,
          "repair_rows": 10,
          "max_flips": 6,
          "candidate_pool": 12
        },
        "candidate_context": {
          "nsps_used": 6400,
          "nsps_is_js8_realistic": true,
          "selected_profile": null,
          "selected_variant": {
            "name": "step43_timing_sweep_best_syndrome_row",
            "rank_score": 1107.311136,
            "complete_174bit_candidate": true,
            "hard_bits_sha256_16": "0228efbd612c9092",
            "hard_weight_174": 140,
            "llr_stats": {
              "count": 174,
              "avg_abs": 1.827784,
              "min_abs": 0.008053,
              "max_abs": 4.126624,
              "positive": 36,
              "negative": 138,
              "zero": 0
            }
          }
        },
        "variant_probe_count": 72,
        "best_matrix_probe": {
          "variant": "step43_timing_sweep_best_syndrome_row",
          "transform": "direct_timing_sweep_primary",
          "mapping_meta": {
            "direct_timing_sweep_primary": true,
            "source_mapping_meta": {
              "tone_mapping": "lsb_within_each_tone",
              "interleaver": "none",
              "polarity": "inverted"
            },
            "source_transform": "lsb_within_each_tone+no_interleaver+inverted_bits",
            "source_variant": "mapped_ft8_gray_alt_high_demap_msb_input+ft8_bitrev_interleave_codeword_to_rx_inverse"
          },
          "hard_weight_174": 140,
          "llr_avg_abs": 1001.8277836149425,
          "syndrome": {
            "bits_len": 174,
            "message91": "1011100111111101111111111111011111111101110111101011001111101011111010111111111011101111111",
            "parity83_observed": "11001100111111111110111110101111111111111011101111101111101101011001111111110101111",
            "parity83_expected": "11110110111110110111011110100100001110111011100111101100100101011101111111100100101",
            "syndrome83": "00111010000001001001100000001011110001000000001000000011001000000100000000010001010",
            "syndrome_weight": 22,
            "valid_codeword_hard_decision": false,
            "message91_sha256_16": "67b59638aa8882d6",
            "codeword174_sha256_16": "0228efbd612c9092"
          },
          "repair": {
            "attempted": true,
            "max_flips": 6,
            "candidate_pool": 12,
            "flip_count": 2,
            "repair_success": false,
            "final_syndrome_weight": 20,
            "trace": [
              {
                "flip_index": 128,
                "llr_abs": 0.032754,
                "gain": 1,
                "syndrome_weight_after": 21
              },
              {
                "flip_index": 156,
                "llr_abs": 0.081417,
                "gain": 1,
                "syndrome_weight_after": 20
              }
            ],
            "repaired_message91_sha256_16": "67b59638aa8882d6"
          }
        },
        "all_matrix_probes": [
          {
            "variant": "step43_timing_sweep_best_syndrome_row",
            "transform": "direct_timing_sweep_primary",
            "mapping_meta": {
              "direct_timing_sweep_primary": true,
              "source_mapping_meta": {
                "tone_mapping": "lsb_within_each_tone",
                "interleaver": "none",
                "polarity": "inverted"
              },
              "source_transform": "lsb_within_each_tone+no_interleaver+inverted_bits",
              "source_variant": "mapped_ft8_gray_alt_high_demap_msb_input+ft8_bitrev_interleave_codeword_to_rx_inverse"
            },
            "hard_weight_174": 140,
            "llr_avg_abs": 1001.8277836149425,
            "syndrome": {
              "bits_len": 174,
              "message91": "1011100111111101111111111111011111111101110111101011001111101011111010111111111011101111111",
              "parity83_observed": "11001100111111111110111110101111111111111011101111101111101101011001111111110101111",
              "parity83_expected": "11110110111110110111011110100100001110111011100111101100100101011101111111100100101",
              "syndrome83": "00111010000001001001100000001011110001000000001000000011001000000100000000010001010",
              "syndrome_weight": 22,
              "valid_codeword_hard_decision": false,
              "message91_sha256_16": "67b59638aa8882d6",
              "codeword174_sha256_16": "0228efbd612c9092"
            },
            "repair": {
              "attempted": true,
              "max_flips": 6,
              "candidate_pool": 12,
              "flip_count": 2,
              "repair_success": false,
              "final_syndrome_weight": 20,
              "trace": [
                {
                  "flip_index": 128,
                  "llr_abs": 0.032754,
                  "gain": 1,
                  "syndrome_weight_after": 21
                },
                {
                  "flip_index": 156,
                  "llr_abs": 0.081417,
                  "gain": 1,
                  "syndrome_weight_after": 20
                }
              ],
              "repaired_message91_sha256_16": "67b59638aa8882d6"
            }
          },
          {
            "variant": "mapped_ft8_gray_alt_high_demap_msb_input+ft8_bitrev_interleave_codeword_to_rx_inverse",
            "transform": "lsb_within_each_tone+no_interleaver+inverted_bits",
            "mapping_meta": {
              "tone_mapping": "lsb_within_each_tone",
              "interleaver": "none",
              "polarity": "inverted"
            },
            "hard_weight_174": 140,
            "llr_avg_abs": 1.8277836149425295,
            "syndrome": {
              "bits_len": 174,
              "message91": "1011100111111101111111111111011111111101110111101011001111101011111010111111111011101111111",
              "parity83_observed": "11001100111111111110111110101111111111111011101111101111101101011001111111110101111",
              "parity83_expected": "11110110111110110111011110100100001110111011100111101100100101011101111111100100101",
              "syndrome83": "00111010000001001001100000001011110001000000001000000011001000000100000000010001010",
              "syndrome_weight": 22,
              "valid_codeword_hard_decision": false,
              "message91_sha256_16": "67b59638aa8882d6",
              "codeword174_sha256_16": "0228efbd612c9092"
            },
            "repair": {
              "attempted": true,
              "max_flips": 6,
              "candidate_pool": 12,
              "flip_count": 2,
              "repair_success": false,
              "final_syndrome_weight": 20,
              "trace": [
                {
                  "flip_index": 128,
                  "llr_abs": 0.032754,
                  "gain": 1,
                  "syndrome_weight_after": 21
                },
                {
                  "flip_index": 156,
                  "llr_abs": 0.081417,
                  "gain": 1,
                  "syndrome_weight_after": 20
                }
              ],
              "repaired_message91_sha256_16": "67b59638aa8882d6"
            }
          },
          {
            "variant": "step43_timing_sweep_best_syndrome_row",
            "transform": "raw_msb+no_interleaver",
            "mapping_meta": {
              "tone_mapping": "raw_msb",
              "interleaver": "none"
            },
            "hard_weight_174": 140,
            "llr_avg_abs": 1.8277836149425295,
            "syndrome": {
              "bits_len": 174,
              "message91": "1011100111111101111111111111011111111101110111101011001111101011111010111111111011101111111",
              "parity83_observed": "11001100111111111110111110101111111111111011101111101111101101011001111111110101111",
              "parity83_expected": "11110110111110110111011110100100001110111011100111101100100101011101111111100100101",
              "syndrome83": "00111010000001001001100000001011110001000000001000000011001000000100000000010001010",
              "syndrome_weight": 22,
              "valid_codeword_hard_decision": false,
              "message91_sha256_16": "67b59638aa8882d6",
              "codeword174_sha256_16": "0228efbd612c9092"
            },
            "repair": {
              "attempted": true,
              "max_flips": 6,
              "candidate_pool": 12,
              "flip_count": 2,
              "repair_success": false,
              "final_syndrome_weight": 20,
              "trace": [
                {
                  "flip_index": 128,
                  "llr_abs": 0.032754,
                  "gain": 1,
                  "syndrome_weight_after": 21
                },
                {
                  "flip_index": 156,
                  "llr_abs": 0.081417,
                  "gain": 1,
                  "syndrome_weight_after": 20
                }
              ],
              "repaired_message91_sha256_16": "67b59638aa8882d6"
            }
          },
          {
            "variant": "mapped_ft8_gray_alt_high_demap_msb_input+no_interleaver",
            "transform": "ft8_gray_primary_demap_msb_input+ft8_bitrev_deinterleave_rx_to_codeword",
            "mapping_meta": {
              "tone_mapping": "ft8_gray_primary",
              "gray_direction": "inverse_observed_to_plain",
              "reverse_bits_within_tone_before_gray": false,
              "interleaver": "ft8_bitrev",
              "direction": "deinterleave_rx_to_codeword",
              "order_len": 174
            },
            "hard_weight_174": 35,
            "llr_avg_abs": 1.5912117011494256,
            "syndrome": {
              "bits_len": 174,
              "message91": "0011000011000000001110000100000000010000000100010010100010000000100000000000110000000010000",
              "parity83_observed": "00100001110100000001000000000000001000000010001010110000000000000001000001100011000",
              "parity83_expected": "00110001110111100010100000001100011010000011001000110100001101010101011100100011110",
              "syndrome83": "00010000000011100011100000001100010010000001000010000100001101010100011101000000110",
              "syndrome_weight": 25,
              "valid_codeword_hard_decision": false,
              "message91_sha256_16": "4f673c96b1f1de5c",
              "codeword174_sha256_16": "90bdd003a67ea079"
            },
            "repair": {
              "attempted": true,
              "max_flips": 6,
              "candidate_pool": 12,
              "flip_count": 3,
              "repair_success": false,
              "final_syndrome_weight": 22,
              "trace": [
                {
                  "flip_index": 105,
                  "llr_abs": 0.008127,
                  "gain": 1,
                  "syndrome_weight_after": 24
                },
                {
                  "flip_index": 149,
                  "llr_abs": 0.012692,
                  "gain": 1,
                  "syndrome_weight_after": 23
                },
                {
                  "flip_index": 139,
                  "llr_abs": 0.045014,
                  "gain": 1,
                  "syndrome_weight_after": 22
                }
              ],
              "repaired_message91_sha256_16": "4f673c96b1f1de5c"
            }
          },
          {
            "variant": "mapped_ft8_gray_primary_demap_msb_input+no_interleaver",
            "transform": "ft8_gray_primary_demap_msb_input+ft8_bitrev_deinterleave_rx_to_codeword",
            "mapping_meta": {
              "tone_mapping": "ft8_gray_primary",
              "gray_direction": "inverse_observed_to_plain",
              "reverse_bits_within_tone_before_gray": false,
              "interleaver": "ft8_bitrev",
              "direction": "deinterleave_rx_to_codeword",
              "order_len": 174
            },
            "hard_weight_174": 36,
            "llr_avg_abs": 1.6427796724137933,
            "syndrome": {
              "bits_len": 174,
              "message91": "0011000011000000001110000100000000010000000100010010100010000000100000000000110000000010000",
              "parity83_observed": "00100001110100000001000000000000001000000010001010110000010000000001000001100011000",
              "parity83_expected": "00110001110111100010100000001100011010000011001000110100001101010101011100100011110",
              "syndrome83": "00010000000011100011100000001100010010000001000010000100011101010100011101000000110",
              "syndrome_weight": 26,
              "valid_codeword_hard_decision": false,
              "message91_sha256_16": "4f673c96b1f1de5c",
              "codeword174_sha256_16": "eb17c3d482c6c1fa"
            },
            "repair": {
              "attempted": true,
              "max_flips": 6,
              "candidate_pool": 12,
              "flip_count": 3,
              "repair_success": false,
              "final_syndrome_weight": 23,
              "trace": [
                {
                  "flip_index": 105,
                  "llr_abs": 0.003612,
                  "gain": 1,
                  "syndrome_weight_after": 25
                },
                {
                  "flip_index": 149,
                  "llr_abs": 0.013947,
                  "gain": 1,
                  "syndrome_weight_after": 24
                },
                {
                  "flip_index": 148,
                  "llr_abs": 0.032127,
                  "gain": 1,
                  "syndrome_weight_after": 23
                }
              ],
              "repaired_message91_sha256_16": "4f673c96b1f1de5c"
            }
          },
          {
            "variant": "mapped_lsb_within_each_tone+ft8_bitrev_interleave_codeword_to_rx_inverse",
            "transform": "ft8_gray_primary_demap_msb_input+ft8_bitrev_deinterleave_rx_to_codeword+inverted_bits",
            "mapping_meta": {
              "tone_mapping": "ft8_gray_primary",
              "gray_direction": "inverse_observed_to_plain",
              "reverse_bits_within_tone_before_gray": false,
              "interleaver": "ft8_bitrev",
              "direction": "deinterleave_rx_to_codeword",
              "order_len": 174,
              "polarity": "inverted"
            },
            "hard_weight_174": 127,
            "llr_avg_abs": 1.672409804597702,
            "syndrome": {
              "bits_len": 174,
              "message91": "0111101111111111110100111110001110111111010111100011111110111111100110101111101000101111111",
              "parity83_observed": "11111011100110111011001111111001111010001111001111011101111111110001010111111110111",
              "parity83_expected": "01111011100011100001010001101001111010000011001100011101011101100001000101110101100",
              "syndrome83": "10000000000101011010011110010000000000001100000011000000100010010000010010001011011",
              "syndrome_weight": 25,
              "valid_codeword_hard_decision": false,
              "message91_sha256_16": "6a76c3f6f4855f72",
              "codeword174_sha256_16": "e94fe0f75c74d230"
            },
            "repair": {
              "attempted": true,
              "max_flips": 6,
              "candidate_pool": 12,
              "flip_count": 1,
              "repair_success": false,
              "final_syndrome_weight": 24,
              "trace": [
                {
                  "flip_index": 104,
                  "llr_abs": 0.094637,
                  "gain": 1,
                  "syndrome_weight_after": 24
                }
              ],
              "repaired_message91_sha256_16": "6a76c3f6f4855f72"
            }
          },
          {
            "variant": "mapped_raw_msb+ft8_bitrev_interleave_codeword_to_rx_inverse",
            "transform": "lsb_within_each_tone+ft8_bitrev_deinterleave_rx_to_codeword+inverted_bits",
            "mapping_meta": {
              "tone_mapping": "lsb_within_each_tone",
              "interleaver": "ft8_bitrev",
              "direction": "deinterleave_rx_to_codeword",
              "order_len": 174,
              "polarity": "inverted"
            },
            "hard_weight_174": 138,
            "llr_avg_abs": 2.2657583620689654,
            "syndrome": {
              "bits_len": 174,
              "message91": "1111111010101111101101111100111011001101001111101111101111100111111111111111110011111111110",
              "parity83_observed": "10011110011111111011110111111111111110110100111111111100101111111110111111110110111",
              "parity83_expected": "10000101010110110001001111110001110100111100011111111101101010100100001111100000011",
              "syndrome83": "00011011001001001010111000001110001010001000100000000001000101011010110000010110100",
              "syndrome_weight": 30,
              "valid_codeword_hard_decision": false,
              "message91_sha256_16": "d5fd881ddc0d6fa3",
              "codeword174_sha256_16": "524f6b31360d4b54"
            },
            "repair": {
              "attempted": true,
              "max_flips": 6,
              "candidate_pool": 12,
              "flip_count": 3,
              "repair_success": false,
              "final_syndrome_weight": 27,
              "trace": [
                {
                  "flip_index": 98,
                  "llr_abs": 0.093616,
                  "gain": 1,
                  "syndrome_weight_after": 29
                },
                {
                  "flip_index": 155,
                  "llr_abs": 0.114756,
                  "gain": 1,
                  "syndrome_weight_after": 28
                },
                {
                  "flip_index": 95,
                  "llr_abs": 0.157374,
                  "gain": 1,
                  "syndrome_weight_after": 27
                }
              ],
              "repaired_message91_sha256_16": "d5fd881ddc0d6fa3"
            }
          },
          {
            "variant": "lab_mask_xor_preview",
            "transform": "ft8_gray_primary_demap_msb_input+ft8_bitrev_deinterleave_rx_to_codeword+inverted_bits",
            "mapping_meta": {
              "tone_mapping": "ft8_gray_primary",
              "gray_direction": "inverse_observed_to_plain",
              "reverse_bits_within_tone_before_gray": false,
              "interleaver": "ft8_bitrev",
              "direction": "deinterleave_rx_to_codeword",
              "order_len": 174,
              "polarity": "inverted"
            },
            "hard_weight_174": 83,
            "llr_avg_abs": 1.8824677988505754,
            "syndrome": {
              "bits_len": 174,
              "message91": "0001110001101100000000011000100010001100000100111011101100100100111000010101001001011011111",
              "parity83_observed": "00000110001010100101101111010111010101101010110111110100010110101001110010111000011",
              "parity83_expected": "00011100100111010101111101000101100000001011110111000100010010101110111011100000011",
              "syndrome83": "00011010101101110000010010010010110101100001000000110000000100000111001001011000000",
              "syndrome_weight": 29,
              "valid_codeword_hard_decision": false,
              "message91_sha256_16": "e3f175dd3a2c81b2",
              "codeword174_sha256_16": "d5da07ca10be5a38"
            },
            "repair": {
              "attempted": true,
              "max_flips": 6,
              "candidate_pool": 12,
              "flip_count": 1,
              "repair_success": false,
              "final_syndrome_weight": 28,
              "trace": [
                {
                  "flip_index": 105,
                  "llr_abs": 0.056699,
                  "gain": 1,
                  "syndrome_weight_after": 28
                }
              ],
              "repaired_message91_sha256_16": "e3f175dd3a2c81b2"
            }
          },
          {
            "variant": "reverse_symbol_order",
            "transform": "ft8_gray_primary_demap_lsb_input+no_interleaver+inverted_bits",
            "mapping_meta": {
              "tone_mapping": "ft8_gray_primary",
              "gray_direction": "inverse_observed_to_plain",
              "reverse_bits_within_tone_before_gray": true,
              "interleaver": "none",
              "polarity": "inverted"
            },
            "hard_weight_174": 121,
            "llr_avg_abs": 1.8824677988505747,
            "syndrome": {
              "bits_len": 174,
              "message91": "1111110011111111111111111111000011110100010100011110101111110010011111101010011111111111111",
              "parity83_observed": "10101111001001111111111001111001010111001111111001100000001111001111111001111111001",
              "parity83_expected": "00001110001100001011010101010000011111000101111001101010000010000011001011001001001",
              "syndrome83": "10100001000101110100101100101001001000001010000000001010001101001100110010110110000",
              "syndrome_weight": 31,
              "valid_codeword_hard_decision": false,
              "message91_sha256_16": "b5db807c301847ac",
              "codeword174_sha256_16": "eaf8f2e0f46bfa41"
            },
            "repair": {
              "attempted": true,
              "max_flips": 6,
              "candidate_pool": 12,
              "flip_count": 1,
              "repair_success": false,
              "final_syndrome_weight": 30,
              "trace": [
                {
                  "flip_index": 145,
                  "llr_abs": 0.035267,
                  "gain": 1,
                  "syndrome_weight_after": 30
                }
              ],
              "repaired_message91_sha256_16": "b5db807c301847ac"
            }
          },
          {
            "variant": "reverse_symbol_order",
            "transform": "ft8_gray_alt_high_demap_lsb_input+no_interleaver+inverted_bits",
            "mapping_meta": {
              "tone_mapping": "ft8_gray_alt_high",
              "gray_direction": "inverse_observed_to_plain",
              "reverse_bits_within_tone_before_gray": true,
              "interleaver": "none",
              "polarity": "inverted"
            },
            "hard_weight_174": 123,
            "llr_avg_abs": 1.8277836149425288,
            "syndrome": {
              "bits_len": 174,
              "message91": "1111110011111111111111111111000011110100010100011110101111110010011111101010011111111111111",
              "parity83_observed": "10101111001001111111111001111001010111001111111001100011001111001111111001111111001",
              "parity83_expected": "00001110001100001011010101010000011111000101111001101010000010000011001011001001001",
              "syndrome83": "10100001000101110100101100101001001000001010000000001001001101001100110010110110000",
              "syndrome_weight": 31,
              "valid_codeword_hard_decision": false,
              "message91_sha256_16": "b5db807c301847ac",
              "codeword174_sha256_16": "3bc0238a33865be3"
            },
            "repair": {
              "attempted": true,
              "max_flips": 6,
              "candidate_pool": 12,
              "flip_count": 1,
              "repair_success": false,
              "final_syndrome_weight": 30,
              "trace": [
                {
                  "flip_index": 146,
                  "llr_abs": 0.032754,
                  "gain": 1,
                  "syndrome_weight_after": 30
                }
              ],
              "repaired_message91_sha256_16": "b5db807c301847ac"
            }
          },
          {
            "variant": "reverse_full_bitstream",
            "transform": "ft8_gray_primary_demap_msb_input+no_interleaver+inverted_bits",
            "mapping_meta": {
              "tone_mapping": "ft8_gray_primary",
              "gray_direction": "inverse_observed_to_plain",
              "reverse_bits_within_tone_before_gray": false,
              "interleaver": "none",
              "polarity": "inverted"
            },
            "hard_weight_174": 121,
            "llr_avg_abs": 1.7194752988505742,
            "syndrome": {
              "bits_len": 174,
              "message91": "1111110011111111111111111111000011110100010100011110101111110010011111101010011111111111111",
              "parity83_observed": "10101111001001111111111001111001010111001111111001100000001111001111111001111111001",
              "parity83_expected": "00001110001100001011010101010000011111000101111001101010000010000011001011001001001",
              "syndrome83": "10100001000101110100101100101001001000001010000000001010001101001100110010110110000",
              "syndrome_weight": 31,
              "valid_codeword_hard_decision": false,
              "message91_sha256_16": "b5db807c301847ac",
              "codeword174_sha256_16": "eaf8f2e0f46bfa41"
            },
            "repair": {
              "attempted": false,
              "flip_count": 0,
              "repair_success": false,
              "final_syndrome_weight": 31,
              "trace": [],
              "repaired_message91_sha256_16": "b5db807c301847ac"
            }
          },
          {
            "variant": "mapped_lsb_within_each_tone+ft8_bitrev_deinterleave_rx_to_codeword",
            "transform": "ft8_gray_alt_high_demap_msb_input+ft8_bitrev_deinterleave_rx_to_codeword",
            "mapping_meta": {
              "tone_mapping": "ft8_gray_alt_high",
              "gray_direction": "inverse_observed_to_plain",
              "reverse_bits_within_tone_before_gray": false,
              "interleaver": "ft8_bitrev",
              "direction": "deinterleave_rx_to_codeword",
              "order_len": 174
            },
            "hard_weight_174": 47,
            "llr_avg_abs": 1.7130608850574711,
            "syndrome": {
              "bits_len": 174,
              "message91": "1011100001010001001001000001000000101010110000000010000110000000001000100000011000100000000",
              "parity83_observed": "01000000000010010110000010000000110001000100011010110000011100011000000101010000100",
              "parity83_expected": "10000010000011010111011000001000001110000100111011101010111000000001010000111001100",
              "syndrome83": "11000010000001000001011010001000111111000000100001011010100100011001010101101001000",
              "syndrome_weight": 31,
              "valid_codeword_hard_decision": false,
              "message91_sha256_16": "10bccbb21b243c70",
              "codeword174_sha256_16": "3d241f2dee27cf8a"
            },
            "repair": {
              "attempted": false,
              "flip_count": 0,
              "repair_success": false,
              "final_syndrome_weight": 31,
              "trace": [],
              "repaired_message91_sha256_16": "10bccbb21b243c70"
            }
          },
          {
            "variant": "mapped_ft8_gray_alt_high_demap_lsb_input+no_interleaver",
            "transform": "lsb_within_each_tone+no_interleaver+inverted_bits",
            "mapping_meta": {
              "tone_mapping": "lsb_within_each_tone",
              "interleaver": "none",
              "polarity": "inverted"
            },
            "hard_weight_174": 123,
            "llr_avg_abs": 1.6647911149425294,
            "syndrome": {
              "bits_len": 174,
              "message91": "1001111111001111111001111001100011001111111001110101001111001111111111001001111010111111111",
              "parity83_observed": "11111100101011111100100111111010111100010100010111100001111111111111111111100111111",
              "parity83_expected": "11101110101001100110010101111011101101010010100101100111001100101100011111101010011",
              "syndrome83": "00010010000010011010110010000001010001000110110010000110110011010011100000001101100",
              "syndrome_weight": 31,
              "valid_codeword_hard_decision": false,
              "message91_sha256_16": "ea3829fd4a89c4a1",
              "codeword174_sha256_16": "8aeb2df4b6f868f0"
            },
            "repair": {
              "attempted": false,
              "flip_count": 0,
              "repair_success": false,
              "final_syndrome_weight": 31,
              "trace": [],
              "repaired_message91_sha256_16": "ea3829fd4a89c4a1"
            }
          },
          {
            "variant": "mapped_ft8_gray_alt_high_demap_lsb_input+ft8_bitrev_deinterleave_rx_to_codeword",
            "transform": "lsb_within_each_tone+ft8_bitrev_interleave_codeword_to_rx_inverse",
            "mapping_meta": {
              "tone_mapping": "lsb_within_each_tone",
              "interleaver": "ft8_bitrev",
              "direction": "interleave_codeword_to_rx_inverse",
              "order_len": 174
            },
            "hard_weight_174": 51,
            "llr_avg_abs": 1.6647911149425283,
            "syndrome": {
              "bits_len": 174,
              "message91": "0000000110100100001100000111100100001000100110100000111010000000000001101100010000000110100",
              "parity83_observed": "00000101010001000110010000000110010010101010101000100110010000001000000000010100000",
              "parity83_expected": "00000100110001000100010000010111111111001001001000101011100100110001110100100110011",
              "syndrome83": "00000001100000000010000000010001101101100011100000001101110100111001110100110010011",
              "syndrome_weight": 31,
              "valid_codeword_hard_decision": false,
              "message91_sha256_16": "7289260856bf46ac",
              "codeword174_sha256_16": "52fd9adeb14097f4"
            },
            "repair": {
              "attempted": false,
              "flip_count": 0,
              "repair_success": false,
              "final_syndrome_weight": 31,
              "trace": [],
              "repaired_message91_sha256_16": "7289260856bf46ac"
            }
          },
          {
            "variant": "reverse_full_bitstream",
            "transform": "ft8_gray_alt_high_demap_msb_input+no_interleaver+inverted_bits",
            "mapping_meta": {
              "tone_mapping": "ft8_gray_alt_high",
              "gray_direction": "inverse_observed_to_plain",
              "reverse_bits_within_tone_before_gray": false,
              "interleaver": "none",
              "polarity": "inverted"
            },
            "hard_weight_174": 123,
            "llr_avg_abs": 1.664791114942528,
            "syndrome": {
              "bits_len": 174,
              "message91": "1111110011111111111111111111000011110100010100011110101111110010011111101010011111111111111",
              "parity83_observed": "10101111001001111111111001111001010111001111111001100011001111001111111001111111001",
              "parity83_expected": "00001110001100001011010101010000011111000101111001101010000010000011001011001001001",
              "syndrome83": "10100001000101110100101100101001001000001010000000001001001101001100110010110110000",
              "syndrome_weight": 31,
              "valid_codeword_hard_decision": false,
              "message91_sha256_16": "b5db807c301847ac",
              "codeword174_sha256_16": "3bc0238a33865be3"
            },
            "repair": {
              "attempted": false,
              "flip_count": 0,
              "repair_success": false,
              "final_syndrome_weight": 31,
              "trace": [],
              "repaired_message91_sha256_16": "b5db807c301847ac"
            }
          },
          {
            "variant": "mapped_raw_msb+ft8_bitrev_deinterleave_rx_to_codeword",
            "transform": "ft8_gray_alt_high_demap_lsb_input+no_interleaver",
            "mapping_meta": {
              "tone_mapping": "ft8_gray_alt_high",
              "gray_direction": "inverse_observed_to_plain",
              "reverse_bits_within_tone_before_gray": true,
              "interleaver": "none"
            },
            "hard_weight_174": 51,
            "llr_avg_abs": 1.613219333333333,
            "syndrome": {
              "bits_len": 174,
              "message91": "1100011100010000001000000000000001100000000111101100111100000000110000000111010010001100000",
              "parity83_observed": "00001110010001000110000000000000110000000011110011010000011000000000000110001101000",
              "parity83_expected": "00011100001101101101100000011010010000001110110001111100011011111001010111011111000",
              "syndrome83": "00010010011100101011100000011010100000001101000010101100000011111001010001010010000",
              "syndrome_weight": 31,
              "valid_codeword_hard_decision": false,
              "message91_sha256_16": "6b88dc9388d32ed9",
              "codeword174_sha256_16": "80e4ac873aa43e30"
            },
            "repair": {
              "attempted": false,
              "flip_count": 0,
              "repair_success": false,
              "final_syndrome_weight": 31,
              "trace": [],
              "repaired_message91_sha256_16": "6b88dc9388d32ed9"
            }
          },
          {
            "variant": "mapped_ft8_gray_alt_high_demap_lsb_input+ft8_bitrev_deinterleave_rx_to_codeword",
            "transform": "ft8_gray_alt_high_demap_lsb_input+ft8_bitrev_deinterleave_rx_to_codeword",
            "mapping_meta": {
              "tone_mapping": "ft8_gray_alt_high",
              "gray_direction": "inverse_observed_to_plain",
              "reverse_bits_within_tone_before_gray": true,
              "interleaver": "ft8_bitrev",
              "direction": "deinterleave_rx_to_codeword",
              "order_len": 174
            },
            "hard_weight_174": 61,
            "llr_avg_abs": 1.0715886954022988,
            "syndrome": {
              "bits_len": 174,
              "message91": "0000101000010000000010100010011010001001010110011010001000010100110001101101011100110010100",
              "parity83_observed": "10000101011110000010010010011000111010100100000000100000101000000011010001100000001",
              "parity83_expected": "10000101100000110010010100010000110011100100101101110011110010011110011001001100000",
              "syndrome83": "00000000111110110000000110001000001001000000101101010011011010011101001000101100001",
              "syndrome_weight": 31,
              "valid_codeword_hard_decision": false,
              "message91_sha256_16": "8b19ee60d2508d5d",
              "codeword174_sha256_16": "d8393894fe20b24f"
            },
            "repair": {
              "attempted": false,
              "flip_count": 0,
              "repair_success": false,
              "final_syndrome_weight": 31,
              "trace": [],
              "repaired_message91_sha256_16": "8b19ee60d2508d5d"
            }
          },
          {
            "variant": "mapped_ft8_gray_primary_demap_msb_input+ft8_bitrev_interleave_codeword_to_rx_inverse",
            "transform": "lsb_within_each_tone+ft8_bitrev_interleave_codeword_to_rx_inverse+inverted_bits",
            "mapping_meta": {
              "tone_mapping": "lsb_within_each_tone",
              "interleaver": "ft8_bitrev",
              "direction": "interleave_codeword_to_rx_inverse",
              "order_len": 174,
              "polarity": "inverted"
            },
            "hard_weight_174": 138,
            "llr_avg_abs": 1.8824677988505751,
            "syndrome": {
              "bits_len": 174,
              "message91": "1011111111110111111111101111101001111110011111111011111111011111110110111111000110110110111",
              "parity83_observed": "10111011110011011101011111101111111100011101111101111111111101111101101111100111111",
              "parity83_expected": "00001011000010010101101111011000011100001000101101111110111000110100001001100010000",
              "syndrome83": "10110000110001001000110000110111100000010101010000000001000101001001100110000101111",
              "syndrome_weight": 32,
              "valid_codeword_hard_decision": false,
              "message91_sha256_16": "08a9bfa00a31c778",
              "codeword174_sha256_16": "96c35e2c35fea733"
            },
            "repair": {
              "attempted": false,
              "flip_count": 0,
              "repair_success": false,
              "final_syndrome_weight": 32,
              "trace": [],
              "repaired_message91_sha256_16": "08a9bfa00a31c778"
            }
          },
          {
            "variant": "mapped_ft8_gray_alt_high_demap_lsb_input+ft8_bitrev_interleave_codeword_to_rx_inverse",
            "transform": "ft8_gray_primary_demap_msb_input+ft8_bitrev_interleave_codeword_to_rx_inverse+inverted_bits",
            "mapping_meta": {
              "tone_mapping": "ft8_gray_primary",
              "gray_direction": "inverse_observed_to_plain",
              "reverse_bits_within_tone_before_gray": false,
              "interleaver": "ft8_bitrev",
              "direction": "interleave_codeword_to_rx_inverse",
              "order_len": 174,
              "polarity": "inverted"
            },
            "hard_weight_174": 116,
            "llr_avg_abs": 1.1495715689655168,
            "syndrome": {
              "bits_len": 174,
              "message91": "0100110111111110011101100111101111111110111111111010101111101100001100011101101010110110111",
              "parity83_observed": "11101110011111101010111000111011101111100111101110100111000101110101110011100001011",
              "parity83_expected": "00000100001011010011000010111000000101100101101011100000001011111101110111100000011",
              "syndrome83": "11101010010100111001111010000011101010000010000101000111001110001000000100000001000",
              "syndrome_weight": 32,
              "valid_codeword_hard_decision": false,
              "message91_sha256_16": "1661d9e1acea61ee",
              "codeword174_sha256_16": "419192bccb8097ba"
            },
            "repair": {
              "attempted": false,
              "flip_count": 0,
              "repair_success": false,
              "final_syndrome_weight": 32,
              "trace": [],
              "repaired_message91_sha256_16": "1661d9e1acea61ee"
            }
          },
          {
            "variant": "mapped_ft8_gray_alt_high_demap_lsb_input+ft8_bitrev_interleave_codeword_to_rx_inverse",
            "transform": "ft8_gray_primary_demap_msb_input+no_interleaver",
            "mapping_meta": {
              "tone_mapping": "ft8_gray_primary",
              "gray_direction": "inverse_observed_to_plain",
              "reverse_bits_within_tone_before_gray": false,
              "interleaver": "none"
            },
            "hard_weight_174": 58,
            "llr_avg_abs": 1.1495715689655162,
            "syndrome": {
              "bits_len": 174,
              "message91": "1101000001010110100001000001100110000010000000010011000110110000100010110000001100000011011",
              "parity83_observed": "00011001101001001001100000000011001000000110001010000011011000011000000000011101001",
              "parity83_expected": "01011100010110000000110101000010111110000000011010011101011100111100000101011111001",
              "syndrome83": "01000101111111001001010101000001110110000110010000011110000100100100000101000010000",
              "syndrome_weight": 32,
              "valid_codeword_hard_decision": false,
              "message91_sha256_16": "caa2056a7c81f96b",
              "codeword174_sha256_16": "67b40f73f62e6c6c"
            },
            "repair": {
              "attempted": false,
              "flip_count": 0,
              "repair_success": false,
              "final_syndrome_weight": 32,
              "trace": [],
              "repaired_message91_sha256_16": "caa2056a7c81f96b"
            }
          }
        ],
        "decodes": [],
        "outputs": {
          "ldpc_matrix_probe_json": "/decoders/js8_decoder/runtime/ldpc_matrix_probe/step43_ldpc_matrix_probe.json"
        },
        "warnings": [
          "Step 43 preserves the exact timing-sweep primary row in matrix ranking, then repairs only a bounded subset to avoid Raspberry Pi timeouts.",
          "This is still a diagnostic LDPC/FEC probe and does not unpack JS8 text yet.",
          "If best_matrix_probe reaches syndrome_weight 0, the next step can feed message91 into CRC/message unpack. Otherwise continue timing, symbol boundary, deinterleaver/order or LLR tuning using best mapping_meta."
        ],
        "next_action": "Upload Step35 logs. Inspect best_matrix_probe.mapping_meta and final_syndrome_weight; then either unpack message91 on syndrome 0 or continue bounded LDPC/timing tuning."
      }
    },
    "candidate_export": {
      "name": "20260527T062127Z_real_run_candidate_export_output.json",
      "path": "/decoders/js8_decoder/logs/20260527T062127Z_real_run_candidate_export_output.json",
      "url": "/logs/20260527T062127Z_real_run_candidate_export_output.json",
      "stat": {
        "exists": true,
        "is_file": true,
        "is_dir": false,
        "size": 99113,
        "mtime_utc": "2026-05-27T06:28:37Z"
      },
      "json_preview": {
        "ok": true,
        "mode": "JS8",
        "tool": "webftr-js8-fec-candidate-export",
        "tool_version": "step43-syndrome-closure-repair-candidates",
        "input_wav": "/decoders/js8_decoder/runtime/quick_prefilter_windows/js8_quick_selected_window.wav",
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          "send": false,
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        "implementation_stage": "step43_profile_anchor_candidate_export_no_message_unpack",
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        "profile_scan_json": "/decoders/js8_decoder/logs/20260527T062127Z_real_run_profile_scan_output.json",
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            "bit_count": 174,
            "llr_count": 174,
            "complete_174bit_candidate": true,
            "hard_bits_174": "000000001100001000100001000011010010100000010111100001100010010011000010000000110001011000100001000000011000101001000010001000110100110101110101110110011000000010000100000001",
            "hard_bits_sha256_16": "bfb5977abc51e8a1",
            "hard_weight_174": 56,
            "llr_full_174": [
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            "llr_stats": {
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              "avg_abs": 1.700431,
              "min_abs": 0.002971,
              "max_abs": 4.14242,
              "positive": 118,
              "negative": 56,
              "zero": 0
            },
            "rank_score": 106.801724
          },
          {
            "name": "lab_mask_xor_preview",
            "description": "Deterministic lab-only XOR mask preview; not the real JS8 whitening polynomial.",
            "bit_count": 174,
            "llr_count": 174,
            "complete_174bit_candidate": true,
            "hard_bits_174": "100000110011010100101001101000010001101100010110111111000100101000110111100010101100100101100100100000010010001100011111000111111010010001111000011101101101111000011100011111",
            "hard_bits_sha256_16": "b1bb86c852f0f4ca",
            "hard_weight_174": 85,
            "llr_full_174": [
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            "llr_stats": {
              "count": 174,
              "avg_abs": 2.298973,
              "min_abs": 0.012672,
              "max_abs": 4.421458,
              "positive": 141,
              "negative": 33,
              "zero": 0
            },
            "rank_score": 101.195892
          }
        ],
        "outputs": {
          "candidate_json": "/decoders/js8_decoder/runtime/fec_candidates/js8_quick_selected_window_fec_candidate_step17.json",
          "selected_bits_file": "/decoders/js8_decoder/runtime/fec_candidates/js8_quick_selected_window_fec_candidate_step17.bits"
        },
        "decodes": [],
        "warnings": [
          "Step 43 JS8 Costas guard uses leading-only Costas exclusion by default to preserve 58 data symbols / 174 soft bits on JS8Lab windows; full FT8 middle/trailing exclusion remains diagnostic-only.",
          "Step 43 profile-anchor guard: FEC symbols were extracted from the selected profile sync anchor instead of re-running an independent sync search.",
          "Step 43 prepares LDPC/FEC input candidates and an LDPC probe harness only; it does not yet run final real JS8 LDPC decode or unpack text.",
          "Step 43 does not decode JS8 text yet. It probes FT8-style Gray de-mapping, bit order and 174-bit interleaver candidates for real LDPC/FEC integration.",
          "lab_mask_xor_preview is only a repeatable diagnostic mask, not a confirmed JS8 whitening implementation.",
          "Step 43 locks candidate export to JS8-realistic timing and reuses the selected profile sync anchor for FEC symbol extraction where available.",
          "It still does not perform real LDPC/FEC decode or message unpack.",
          "Next step can tune real JS8/FT8 LDPC matrix/deinterleaver/message unpack against this anchored candidate contract."
        ],
        "next_action": "Run collect-logs and upload the JS8Lab bundle. If selected_variant.complete_174bit_candidate is true, proceed to LDPC/deinterleaver/message-unpack tuning."
      }
    },
    "timing_boundary_sweep": {
      "name": "20260527T062127Z_real_run_timing_boundary_sweep_output.json",
      "path": "/decoders/js8_decoder/logs/20260527T062127Z_real_run_timing_boundary_sweep_output.json",
      "url": "/logs/20260527T062127Z_real_run_timing_boundary_sweep_output.json",
      "stat": {
        "exists": true,
        "is_file": true,
        "is_dir": false,
        "size": 141835,
        "mtime_utc": "2026-05-27T06:31:16Z"
      },
      "json_preview": {
        "ok": true,
        "mode": "JS8",
        "tool": "webftr-js8-timing-boundary-candidate-sweep",
        "tool_version": "step43-syndrome-closure-repair-candidates",
        "input_wav": "/decoders/js8_decoder/runtime/quick_prefilter_windows/js8_quick_selected_window.wav",
        "profile_scan_json": "/decoders/js8_decoder/logs/20260527T062127Z_real_run_profile_scan_output.json",
        "anchor_json": "/decoders/js8_decoder/logs/20260527T062127Z_real_run_auto_ldpc_probe_output.json",
        "rx_only": true,
        "safety": {
          "tx": false,
          "ptt": false,
          "tune": false,
          "send": false,
          "js8call_runtime_control": false
        },
        "implementation_stage": "step43_timing_boundary_syndrome_sweep_no_message_unpack",
        "anchor_selection": {
          "source": "profile_scan_json",
          "path": "/decoders/js8_decoder/logs/20260527T062127Z_real_run_profile_scan_output.json",
          "selection": "profile_scan_selected_profile",
          "nsps": 6400,
          "start_seconds": 4.8,
          "base_freq_hz": 1025.0,
          "tone_spacing_hz": 1.875
        },
        "partial": false,
        "partial_reason": "complete",
        "sweep_elapsed_seconds": 158.88,
        "sweep_grid": {
          "start_offsets_s": [
            0.03,
            0.06,
            0.09
          ],
          "base_freq_offsets_hz": [
            2.5,
            2.75,
            3.0,
            3.25,
            3.5
          ],
          "tone_spacing_offsets_hz": [
            0.015,
            0.03,
            0.045
          ],
          "max_combinations": 45,
          "actual_combinations": 45,
          "processed_combinations": 45,
          "time_budget_seconds": 210.0
        },
        "decode_found": false,
        "best_final_syndrome_weight": 22,
        "best_candidate": {
          "combination_index": 23,
          "offsets": {
            "start_offset_s": 0.06,
            "base_freq_offset_hz": 3.0,
            "tone_spacing_offset_hz": 0.03
          },
          "anchor_applied": {
            "start_seconds": 4.859999999999999,
            "base_freq_hz": 1028.0,
            "tone_spacing_hz": 1.905,
            "nsps": 6400
          },
          "pipeline_ok": true,
          "fec_input_summary": {
            "soft_bit_count": 174,
            "missing_soft_bits": 0,
            "complete_ldpc_input_candidate": true,
            "llr_convention": "positive=bit0_more_likely, negative=bit1_more_likely, MSB-first candidate"
          },
          "sync_candidate": {
            "start_sample": 58320,
            "start_seconds": 4.86,
            "base_freq_hz": 1028.0,
            "tone_spacing_hz": 1.905,
            "nsps": 6400,
            "candidate_score": null,
            "costas_hits": null,
            "avg_margin_db": null,
            "anchor_source": "step43_timing_boundary_sweep:23"
          },
          "best_row": {
            "variant": "mapped_ft8_gray_alt_high_demap_msb_input+ft8_bitrev_interleave_codeword_to_rx_inverse",
            "transform": "lsb_within_each_tone+no_interleaver+inverted_bits",
            "mapping_meta": {
              "tone_mapping": "lsb_within_each_tone",
              "interleaver": "none",
              "polarity": "inverted"
            },
            "bit_count": 174,
            "hard_weight_174": 140,
            "llr_stats": {
              "count": 174,
              "avg_abs": 1.827784,
              "min_abs": 0.008053,
              "max_abs": 4.126624,
              "positive": 36,
              "negative": 138,
              "zero": 0
            },
            "source_rank_score": 107.311136,
            "syndrome_weight": 22,
            "valid_codeword_hard_decision": false,
            "message91_sha256_16": "67b59638aa8882d6",
            "codeword174_sha256_16": "0228efbd612c9092"
          },
          "top_rows": [
            {
              "variant": "mapped_ft8_gray_alt_high_demap_msb_input+ft8_bitrev_interleave_codeword_to_rx_inverse",
              "transform": "lsb_within_each_tone+no_interleaver+inverted_bits",
              "mapping_meta": {
                "tone_mapping": "lsb_within_each_tone",
                "interleaver": "none",
                "polarity": "inverted"
              },
              "bit_count": 174,
              "hard_weight_174": 140,
              "llr_stats": {
                "count": 174,
                "avg_abs": 1.827784,
                "min_abs": 0.008053,
                "max_abs": 4.126624,
                "positive": 36,
                "negative": 138,
                "zero": 0
              },
              "source_rank_score": 107.311136,
              "syndrome_weight": 22,
              "valid_codeword_hard_decision": false,
              "message91_sha256_16": "67b59638aa8882d6",
              "codeword174_sha256_16": "0228efbd612c9092"
            },
            {
              "variant": "mapped_lsb_within_each_tone+ft8_bitrev_interleave_codeword_to_rx_inverse",
              "transform": "ft8_gray_primary_demap_msb_input+ft8_bitrev_deinterleave_rx_to_codeword+inverted_bits",
              "mapping_meta": {
                "tone_mapping": "ft8_gray_primary",
                "gray_direction": "inverse_observed_to_plain",
                "reverse_bits_within_tone_before_gray": false,
                "interleaver": "ft8_bitrev",
                "direction": "deinterleave_rx_to_codeword",
                "order_len": 174,
                "polarity": "inverted"
              },
              "bit_count": 174,
              "hard_weight_174": 127,
              "llr_stats": {
                "count": 174,
                "avg_abs": 1.67241,
                "min_abs": 0.015278,
                "max_abs": 4.092886,
                "positive": 43,
                "negative": 131,
                "zero": 0
              },
              "source_rank_score": 106.68964,
              "syndrome_weight": 25,
              "valid_codeword_hard_decision": false,
              "message91_sha256_16": "6a76c3f6f4855f72",
              "codeword174_sha256_16": "e94fe0f75c74d230"
            },
            {
              "variant": "mapped_ft8_gray_alt_high_demap_msb_input+no_interleaver",
              "transform": "ft8_gray_primary_demap_msb_input+ft8_bitrev_deinterleave_rx_to_codeword",
              "mapping_meta": {
                "tone_mapping": "ft8_gray_primary",
                "gray_direction": "inverse_observed_to_plain",
                "reverse_bits_within_tone_before_gray": false,
                "interleaver": "ft8_bitrev",
                "direction": "deinterleave_rx_to_codeword",
                "order_len": 174
              },
              "bit_count": 174,
              "hard_weight_174": 35,
              "llr_stats": {
                "count": 174,
                "avg_abs": 1.591212,
                "min_abs": 0.003661,
                "max_abs": 4.126624,
                "positive": 139,
                "negative": 35,
                "zero": 0
              },
              "source_rank_score": 106.364848,
              "syndrome_weight": 25,
              "valid_codeword_hard_decision": false,
              "message91_sha256_16": "4f673c96b1f1de5c",
              "codeword174_sha256_16": "90bdd003a67ea079"
            },
            {
              "variant": "mapped_ft8_gray_primary_demap_msb_input+no_interleaver",
              "transform": "ft8_gray_primary_demap_msb_input+ft8_bitrev_deinterleave_rx_to_codeword",
              "mapping_meta": {
                "tone_mapping": "ft8_gray_primary",
                "gray_direction": "inverse_observed_to_plain",
                "reverse_bits_within_tone_before_gray": false,
                "interleaver": "ft8_bitrev",
                "direction": "deinterleave_rx_to_codeword",
                "order_len": 174
              },
              "bit_count": 174,
              "hard_weight_174": 36,
              "llr_stats": {
                "count": 174,
                "avg_abs": 1.64278,
                "min_abs": 0.002394,
                "max_abs": 4.126624,
                "positive": 148,
                "negative": 26,
                "zero": 0
              },
              "source_rank_score": 106.57112,
              "syndrome_weight": 26,
              "valid_codeword_hard_decision": false,
              "message91_sha256_16": "4f673c96b1f1de5c",
              "codeword174_sha256_16": "eb17c3d482c6c1fa"
            },
            {
              "variant": "lab_mask_xor_preview",
              "transform": "ft8_gray_primary_demap_msb_input+ft8_bitrev_deinterleave_rx_to_codeword+inverted_bits",
              "mapping_meta": {
                "tone_mapping": "ft8_gray_primary",
                "gray_direction": "inverse_observed_to_plain",
                "reverse_bits_within_tone_before_gray": false,
                "interleaver": "ft8_bitrev",
                "direction": "deinterleave_rx_to_codeword",
                "order_len": 174,
                "polarity": "inverted"
              },
              "bit_count": 174,
              "hard_weight_174": 83,
              "llr_stats": {
                "count": 174,
                "avg_abs": 1.882468,
                "min_abs": 0.003299,
                "max_abs": 4.126624,
                "positive": 26,
                "negative": 148,
                "zero": 0
              },
              "source_rank_score": 99.529872,
              "syndrome_weight": 29,
              "valid_codeword_hard_decision": false,
              "message91_sha256_16": "e3f175dd3a2c81b2",
              "codeword174_sha256_16": "d5da07ca10be5a38"
            },
            {
              "variant": "mapped_raw_msb+ft8_bitrev_interleave_codeword_to_rx_inverse",
              "transform": "lsb_within_each_tone+ft8_bitrev_deinterleave_rx_to_codeword+inverted_bits",
              "mapping_meta": {
                "tone_mapping": "lsb_within_each_tone",
                "interleaver": "ft8_bitrev",
                "direction": "deinterleave_rx_to_codeword",
                "order_len": 174,
                "polarity": "inverted"
              },
              "bit_count": 174,
              "hard_weight_174": 138,
              "llr_stats": {
                "count": 174,
                "avg_abs": 2.265758,
                "min_abs": 0.020953,
                "max_abs": 4.126624,
                "positive": 35,
                "negative": 139,
                "zero": 0
              },
              "source_rank_score": 109.063032,
              "syndrome_weight": 30,
              "valid_codeword_hard_decision": false,
              "message91_sha256_16": "d5fd881ddc0d6fa3",
              "codeword174_sha256_16": "524f6b31360d4b54"
            },
            {
              "variant": "reverse_symbol_order",
              "transform": "ft8_gray_primary_demap_lsb_input+no_interleaver+inverted_bits",
              "mapping_meta": {
                "tone_mapping": "ft8_gray_primary",
                "gray_direction": "inverse_observed_to_plain",
                "reverse_bits_within_tone_before_gray": true,
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                "tone_mapping": "ft8_gray_alt_high",
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            "Step 43 JS8 Costas guard uses leading-only Costas exclusion by default to preserve 58 data symbols / 174 soft bits on JS8Lab windows; full FT8 middle/trailing exclusion remains diagnostic-only.",
            "Step 43 profile-anchor guard: FEC symbols were extracted from the selected profile sync anchor instead of re-running an independent sync search.",
            "Step 43 prepares LDPC/FEC input candidates and an LDPC probe harness only; it does not yet run final real JS8 LDPC decode or unpack text.",
            "Step 43 does not decode JS8 text yet. It probes FT8-style Gray de-mapping, bit order and 174-bit interleaver candidates for real LDPC/FEC integration.",
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        },
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              "Step 43 JS8 Costas guard uses leading-only Costas exclusion by default to preserve 58 data symbols / 174 soft bits on JS8Lab windows; full FT8 middle/trailing exclusion remains diagnostic-only.",
              "Step 43 profile-anchor guard: FEC symbols were extracted from the selected profile sync anchor instead of re-running an independent sync search.",
              "Step 43 prepares LDPC/FEC input candidates and an LDPC probe harness only; it does not yet run final real JS8 LDPC decode or unpack text.",
              "Step 43 does not decode JS8 text yet. It probes FT8-style Gray de-mapping, bit order and 174-bit interleaver candidates for real LDPC/FEC integration.",
              "lab_mask_xor_preview is only a repeatable diagnostic mask, not a confirmed JS8 whitening implementation."
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              "Step 43 profile-anchor guard: FEC symbols were extracted from the selected profile sync anchor instead of re-running an independent sync search.",
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              "Step 43 JS8 Costas guard uses leading-only Costas exclusion by default to preserve 58 data symbols / 174 soft bits on JS8Lab windows; full FT8 middle/trailing exclusion remains diagnostic-only.",
              "Step 43 profile-anchor guard: FEC symbols were extracted from the selected profile sync anchor instead of re-running an independent sync search.",
              "Step 43 prepares LDPC/FEC input candidates and an LDPC probe harness only; it does not yet run final real JS8 LDPC decode or unpack text.",
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                "transform": "ft8_gray_primary_demap_msb_input+no_interleaver+inverted_bits",
                "mapping_meta": {
                  "tone_mapping": "ft8_gray_primary",
                  "gray_direction": "inverse_observed_to_plain",
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                  "interleaver": "none",
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                },
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                "hard_weight_174": 148,
                "llr_stats": {
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                  "min_abs": 0.002254,
                  "max_abs": 4.060512,
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                  "negative": 151,
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                "valid_codeword_hard_decision": false,
                "message91_sha256_16": "645ce0057ab189e4",
                "codeword174_sha256_16": "67bb4f055ec3ccd9"
              },
              {
                "variant": "mapped_ft8_gray_primary_demap_msb_input+ft8_bitrev_deinterleave_rx_to_codeword",
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                "mapping_meta": {
                  "tone_mapping": "ft8_gray_primary",
                  "gray_direction": "inverse_observed_to_plain",
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                  "interleaver": "ft8_bitrev",
                  "direction": "interleave_codeword_to_rx_inverse",
                  "order_len": 174
                },
                "bit_count": 174,
                "hard_weight_174": 46,
                "llr_stats": {
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                "mapping_meta": {
                  "tone_mapping": "ft8_gray_alt_high",
                  "gray_direction": "inverse_observed_to_plain",
                  "reverse_bits_within_tone_before_gray": true,
                  "interleaver": "ft8_bitrev",
                  "direction": "interleave_codeword_to_rx_inverse",
                  "order_len": 174
                },
                "bit_count": 174,
                "hard_weight_174": 46,
                "llr_stats": {
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                "valid_codeword_hard_decision": false,
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                "transform": "ft8_gray_primary_demap_msb_input+no_interleaver",
                "mapping_meta": {
                  "tone_mapping": "ft8_gray_primary",
                  "gray_direction": "inverse_observed_to_plain",
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                  "interleaver": "none"
                },
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                "hard_weight_174": 48,
                "llr_stats": {
                  "count": 174,
                  "avg_abs": 1.20974,
                  "min_abs": 0.006552,
                  "max_abs": 3.975782,
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                  "negative": 48,
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                "source_rank_score": 104.83896,
                "syndrome_weight": 30,
                "valid_codeword_hard_decision": false,
                "message91_sha256_16": "0f68e23dedbcebcf",
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              {
                "variant": "mapped_ft8_gray_primary_demap_msb_input+ft8_bitrev_interleave_codeword_to_rx_inverse",
                "transform": "lsb_within_each_tone+ft8_bitrev_deinterleave_rx_to_codeword",
                "mapping_meta": {
                  "tone_mapping": "lsb_within_each_tone",
                  "interleaver": "ft8_bitrev",
                  "direction": "deinterleave_rx_to_codeword",
                  "order_len": 174
                },
                "bit_count": 174,
                "hard_weight_174": 29,
                "llr_stats": {
                  "count": 174,
                  "avg_abs": 1.914595,
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                  "max_abs": 4.060512,
                  "positive": 150,
                  "negative": 24,
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                },
                "source_rank_score": 107.65838,
                "syndrome_weight": 31,
                "valid_codeword_hard_decision": false,
                "message91_sha256_16": "3e6b223e41b812c4",
                "codeword174_sha256_16": "3a704799b5a17668"
              },
              {
                "variant": "lab_mask_xor_preview",
                "transform": "raw_msb+no_interleaver+inverted_bits",
                "mapping_meta": {
                  "tone_mapping": "raw_msb",
                  "interleaver": "none",
                  "polarity": "inverted"
                },
                "bit_count": 174,
                "hard_weight_174": 95,
                "llr_stats": {
                  "count": 174,
                  "avg_abs": 2.288777,
                  "min_abs": 0.028218,
                  "max_abs": 4.506179,
                  "positive": 26,
                  "negative": 148,
                  "zero": 0
                },
                "source_rank_score": 101.155108,
                "syndrome_weight": 31,
                "valid_codeword_hard_decision": false,
                "message91_sha256_16": "478f4d5f2ea10adb",
                "codeword174_sha256_16": "b0e0b25e5850deb1"
              }
            ],
            "warnings": [
              "Step 43 JS8 Costas guard uses leading-only Costas exclusion by default to preserve 58 data symbols / 174 soft bits on JS8Lab windows; full FT8 middle/trailing exclusion remains diagnostic-only.",
              "Step 43 profile-anchor guard: FEC symbols were extracted from the selected profile sync anchor instead of re-running an independent sync search.",
              "Step 43 prepares LDPC/FEC input candidates and an LDPC probe harness only; it does not yet run final real JS8 LDPC decode or unpack text.",
              "Step 43 does not decode JS8 text yet. It probes FT8-style Gray de-mapping, bit order and 174-bit interleaver candidates for real LDPC/FEC integration.",
              "lab_mask_xor_preview is only a repeatable diagnostic mask, not a confirmed JS8 whitening implementation."
            ]
          },
          {
            "combination_index": 2,
            "offsets": {
              "start_offset_s": 0.03,
              "base_freq_offset_hz": 2.5,
              "tone_spacing_offset_hz": 0.03
            },
            "anchor_applied": {
              "start_seconds": 4.83,
              "base_freq_hz": 1027.5,
              "tone_spacing_hz": 1.905,
              "nsps": 6400
            },
            "pipeline_ok": true,
            "fec_input_summary": {
              "soft_bit_count": 174,
              "missing_soft_bits": 0,
              "complete_ldpc_input_candidate": true,
              "llr_convention": "positive=bit0_more_likely, negative=bit1_more_likely, MSB-first candidate"
            },
            "sync_candidate": {
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              "start_seconds": 4.83,
              "base_freq_hz": 1027.5,
              "tone_spacing_hz": 1.905,
              "nsps": 6400,
              "candidate_score": null,
              "costas_hits": null,
              "avg_margin_db": null,
              "anchor_source": "step43_timing_boundary_sweep:2"
            },
            "best_row": {
              "variant": "mapped_ft8_gray_primary_demap_msb_input+ft8_bitrev_deinterleave_rx_to_codeword",
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              "mapping_meta": {
                "tone_mapping": "ft8_gray_primary",
                "gray_direction": "inverse_observed_to_plain",
                "reverse_bits_within_tone_before_gray": true,
                "interleaver": "ft8_bitrev",
                "direction": "interleave_codeword_to_rx_inverse",
                "order_len": 174
              },
              "bit_count": 174,
              "hard_weight_174": 38,
              "llr_stats": {
                "count": 174,
                "avg_abs": 1.435602,
                "min_abs": 0.001426,
                "max_abs": 4.091276,
                "positive": 141,
                "negative": 33,
                "zero": 0
              },
              "source_rank_score": 105.742408,
              "syndrome_weight": 26,
              "valid_codeword_hard_decision": false,
              "message91_sha256_16": "5f214ae2f0fb2f36",
              "codeword174_sha256_16": "64ae541c28b71f69"
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            "top_rows": [
              {
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                "transform": "ft8_gray_primary_demap_lsb_input+ft8_bitrev_interleave_codeword_to_rx_inverse",
                "mapping_meta": {
                  "tone_mapping": "ft8_gray_primary",
                  "gray_direction": "inverse_observed_to_plain",
                  "reverse_bits_within_tone_before_gray": true,
                  "interleaver": "ft8_bitrev",
                  "direction": "interleave_codeword_to_rx_inverse",
                  "order_len": 174
                },
                "bit_count": 174,
                "hard_weight_174": 38,
                "llr_stats": {
                  "count": 174,
                  "avg_abs": 1.435602,
                  "min_abs": 0.001426,
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                "source_rank_score": 105.742408,
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                "valid_codeword_hard_decision": false,
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              {
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                "mapping_meta": {
                  "tone_mapping": "ft8_gray_primary",
                  "gray_direction": "inverse_observed_to_plain",
                  "reverse_bits_within_tone_before_gray": true,
                  "interleaver": "ft8_bitrev",
                  "direction": "interleave_codeword_to_rx_inverse",
                  "order_len": 174
                },
                "bit_count": 174,
                "hard_weight_174": 38,
                "llr_stats": {
                  "count": 174,
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                "mapping_meta": {
                  "tone_mapping": "ft8_gray_alt_high",
                  "gray_direction": "inverse_observed_to_plain",
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                  "interleaver": "ft8_bitrev",
                  "direction": "deinterleave_rx_to_codeword",
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                  "polarity": "inverted"
                },
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                },
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                  "tone_mapping": "ft8_gray_alt_high",
                  "gray_direction": "inverse_observed_to_plain",
                  "reverse_bits_within_tone_before_gray": true,
                  "interleaver": "ft8_bitrev",
                  "direction": "deinterleave_rx_to_codeword",
                  "order_len": 174,
                  "polarity": "inverted"
                },
                "bit_count": 174,
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                "llr_stats": {
                  "count": 174,
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                "valid_codeword_hard_decision": false,
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              {
                "variant": "raw_msb_symbol_order",
                "transform": "ft8_gray_primary_demap_msb_input+no_interleaver",
                "mapping_meta": {
                  "tone_mapping": "ft8_gray_primary",
                  "gray_direction": "inverse_observed_to_plain",
                  "reverse_bits_within_tone_before_gray": false,
                  "interleaver": "none"
                },
                "bit_count": 174,
                "hard_weight_174": 26,
                "llr_stats": {
                  "count": 174,
                  "avg_abs": 1.971302,
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                },
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                "syndrome_weight": 32,
                "valid_codeword_hard_decision": false,
                "message91_sha256_16": "7eb8521bc797d417",
                "codeword174_sha256_16": "57e8972b644f146e"
              },
              {
                "variant": "raw_msb_symbol_order",
                "transform": "ft8_gray_alt_high_demap_msb_input+no_interleaver",
                "mapping_meta": {
                  "tone_mapping": "ft8_gray_alt_high",
                  "gray_direction": "inverse_observed_to_plain",
                  "reverse_bits_within_tone_before_gray": false,
                  "interleaver": "none"
                },
                "bit_count": 174,
                "hard_weight_174": 26,
                "llr_stats": {
                  "count": 174,
                  "avg_abs": 1.909894,
                  "min_abs": 0.003655,
                  "max_abs": 4.310037,
                  "positive": 146,
                  "negative": 28,
                  "zero": 0
                },
                "source_rank_score": 125.639576,
                "syndrome_weight": 32,
                "valid_codeword_hard_decision": false,
                "message91_sha256_16": "7eb8521bc797d417",
                "codeword174_sha256_16": "57e8972b644f146e"
              },
              {
                "variant": "lsb_within_each_tone",
                "transform": "ft8_gray_primary_demap_lsb_input+no_interleaver",
                "mapping_meta": {
                  "tone_mapping": "ft8_gray_primary",
                  "gray_direction": "inverse_observed_to_plain",
                  "reverse_bits_within_tone_before_gray": true,
                  "interleaver": "none"
                },
                "bit_count": 174,
                "hard_weight_174": 26,
                "llr_stats": {
                  "count": 174,
                  "avg_abs": 1.768455,
                  "min_abs": 0.003869,
                  "max_abs": 3.884903,
                  "positive": 136,
                  "negative": 38,
                  "zero": 0
                },
                "source_rank_score": 117.07382,
                "syndrome_weight": 32,
                "valid_codeword_hard_decision": false,
                "message91_sha256_16": "7eb8521bc797d417",
                "codeword174_sha256_16": "57e8972b644f146e"
              },
              {
                "variant": "lsb_within_each_tone",
                "transform": "ft8_gray_alt_high_demap_lsb_input+no_interleaver",
                "mapping_meta": {
                  "tone_mapping": "ft8_gray_alt_high",
                  "gray_direction": "inverse_observed_to_plain",
                  "reverse_bits_within_tone_before_gray": true,
                  "interleaver": "none"
                },
                "bit_count": 174,
                "hard_weight_174": 26,
                "llr_stats": {
                  "count": 174,
                  "avg_abs": 1.707047,
                  "min_abs": 0.003655,
                  "max_abs": 3.884903,
                  "positive": 132,
                  "negative": 42,
                  "zero": 0
                },
                "source_rank_score": 116.828188,
                "syndrome_weight": 32,
                "valid_codeword_hard_decision": false,
                "message91_sha256_16": "7eb8521bc797d417",
                "codeword174_sha256_16": "57e8972b644f146e"
              }
            ],
            "warnings": [
              "Step 43 JS8 Costas guard uses leading-only Costas exclusion by default to preserve 58 data symbols / 174 soft bits on JS8Lab windows; full FT8 middle/trailing exclusion remains diagnostic-only.",
              "Step 43 profile-anchor guard: FEC symbols were extracted from the selected profile sync anchor instead of re-running an independent sync search.",
              "Step 43 prepares LDPC/FEC input candidates and an LDPC probe harness only; it does not yet run final real JS8 LDPC decode or unpack text.",
              "Step 43 does not decode JS8 text yet. It probes FT8-style Gray de-mapping, bit order and 174-bit interleaver candidates for real LDPC/FEC integration.",
              "lab_mask_xor_preview is only a repeatable diagnostic mask, not a confirmed JS8 whitening implementation."
            ]
          }
        ],
        "outputs": {
          "timing_boundary_sweep_json": "/decoders/js8_decoder/runtime/timing_boundary_sweep/step43_timing_boundary_sweep.json",
          "timing_best_candidate_json": "/decoders/js8_decoder/runtime/timing_boundary_sweep/step43_best_timing_fec_candidate.json",
          "checkpoint_json": "/decoders/js8_decoder/logs/20260527T062127Z_real_run_timing_boundary_sweep_output.json"
        },
        "decodes": [],
        "warnings": [
          "Step 43 expands the Step36 edge hit and exports the best timing candidate for downstream LDPC soft-decode.",
          "No JS8 text unpack or CRC validation is performed yet.",
          "No valid LDPC codeword found is a diagnostic warning, not a hard command failure."
        ],
        "next_action": "Use outputs.timing_best_candidate_json for LDPC matrix/soft decode. If syndrome is still far from 0, continue interleaver/LLR and symbol-boundary tuning around the best_candidate."
      }
    },
    "real_run_timing_boundary_sweep": {
      "name": "20260527T062127Z_real_run_timing_boundary_sweep_output.json",
      "path": "/decoders/js8_decoder/logs/20260527T062127Z_real_run_timing_boundary_sweep_output.json",
      "url": "/logs/20260527T062127Z_real_run_timing_boundary_sweep_output.json",
      "stat": {
        "exists": true,
        "is_file": true,
        "is_dir": false,
        "size": 141835,
        "mtime_utc": "2026-05-27T06:31:16Z"
      },
      "json_preview": {
        "ok": true,
        "mode": "JS8",
        "tool": "webftr-js8-timing-boundary-candidate-sweep",
        "tool_version": "step43-syndrome-closure-repair-candidates",
        "input_wav": "/decoders/js8_decoder/runtime/quick_prefilter_windows/js8_quick_selected_window.wav",
        "profile_scan_json": "/decoders/js8_decoder/logs/20260527T062127Z_real_run_profile_scan_output.json",
        "anchor_json": "/decoders/js8_decoder/logs/20260527T062127Z_real_run_auto_ldpc_probe_output.json",
        "rx_only": true,
        "safety": {
          "tx": false,
          "ptt": false,
          "tune": false,
          "send": false,
          "js8call_runtime_control": false
        },
        "implementation_stage": "step43_timing_boundary_syndrome_sweep_no_message_unpack",
        "anchor_selection": {
          "source": "profile_scan_json",
          "path": "/decoders/js8_decoder/logs/20260527T062127Z_real_run_profile_scan_output.json",
          "selection": "profile_scan_selected_profile",
          "nsps": 6400,
          "start_seconds": 4.8,
          "base_freq_hz": 1025.0,
          "tone_spacing_hz": 1.875
        },
        "partial": false,
        "partial_reason": "complete",
        "sweep_elapsed_seconds": 158.88,
        "sweep_grid": {
          "start_offsets_s": [
            0.03,
            0.06,
            0.09
          ],
          "base_freq_offsets_hz": [
            2.5,
            2.75,
            3.0,
            3.25,
            3.5
          ],
          "tone_spacing_offsets_hz": [
            0.015,
            0.03,
            0.045
          ],
          "max_combinations": 45,
          "actual_combinations": 45,
          "processed_combinations": 45,
          "time_budget_seconds": 210.0
        },
        "decode_found": false,
        "best_final_syndrome_weight": 22,
        "best_candidate": {
          "combination_index": 23,
          "offsets": {
            "start_offset_s": 0.06,
            "base_freq_offset_hz": 3.0,
            "tone_spacing_offset_hz": 0.03
          },
          "anchor_applied": {
            "start_seconds": 4.859999999999999,
            "base_freq_hz": 1028.0,
            "tone_spacing_hz": 1.905,
            "nsps": 6400
          },
          "pipeline_ok": true,
          "fec_input_summary": {
            "soft_bit_count": 174,
            "missing_soft_bits": 0,
            "complete_ldpc_input_candidate": true,
            "llr_convention": "positive=bit0_more_likely, negative=bit1_more_likely, MSB-first candidate"
          },
          "sync_candidate": {
            "start_sample": 58320,
            "start_seconds": 4.86,
            "base_freq_hz": 1028.0,
            "tone_spacing_hz": 1.905,
            "nsps": 6400,
            "candidate_score": null,
            "costas_hits": null,
            "avg_margin_db": null,
            "anchor_source": "step43_timing_boundary_sweep:23"
          },
          "best_row": {
            "variant": "mapped_ft8_gray_alt_high_demap_msb_input+ft8_bitrev_interleave_codeword_to_rx_inverse",
            "transform": "lsb_within_each_tone+no_interleaver+inverted_bits",
            "mapping_meta": {
              "tone_mapping": "lsb_within_each_tone",
              "interleaver": "none",
              "polarity": "inverted"
            },
            "bit_count": 174,
            "hard_weight_174": 140,
            "llr_stats": {
              "count": 174,
              "avg_abs": 1.827784,
              "min_abs": 0.008053,
              "max_abs": 4.126624,
              "positive": 36,
              "negative": 138,
              "zero": 0
            },
            "source_rank_score": 107.311136,
            "syndrome_weight": 22,
            "valid_codeword_hard_decision": false,
            "message91_sha256_16": "67b59638aa8882d6",
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              "Step 43 profile-anchor guard: FEC symbols were extracted from the selected profile sync anchor instead of re-running an independent sync search.",
              "Step 43 prepares LDPC/FEC input candidates and an LDPC probe harness only; it does not yet run final real JS8 LDPC decode or unpack text.",
              "Step 43 does not decode JS8 text yet. It probes FT8-style Gray de-mapping, bit order and 174-bit interleaver candidates for real LDPC/FEC integration.",
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              "Step 43 profile-anchor guard: FEC symbols were extracted from the selected profile sync anchor instead of re-running an independent sync search.",
              "Step 43 prepares LDPC/FEC input candidates and an LDPC probe harness only; it does not yet run final real JS8 LDPC decode or unpack text.",
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              "Step 43 JS8 Costas guard uses leading-only Costas exclusion by default to preserve 58 data symbols / 174 soft bits on JS8Lab windows; full FT8 middle/trailing exclusion remains diagnostic-only.",
              "Step 43 profile-anchor guard: FEC symbols were extracted from the selected profile sync anchor instead of re-running an independent sync search.",
              "Step 43 prepares LDPC/FEC input candidates and an LDPC probe harness only; it does not yet run final real JS8 LDPC decode or unpack text.",
              "Step 43 does not decode JS8 text yet. It probes FT8-style Gray de-mapping, bit order and 174-bit interleaver candidates for real LDPC/FEC integration.",
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              "Step 43 profile-anchor guard: FEC symbols were extracted from the selected profile sync anchor instead of re-running an independent sync search.",
              "Step 43 prepares LDPC/FEC input candidates and an LDPC probe harness only; it does not yet run final real JS8 LDPC decode or unpack text.",
              "Step 43 does not decode JS8 text yet. It probes FT8-style Gray de-mapping, bit order and 174-bit interleaver candidates for real LDPC/FEC integration.",
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                "hard_weight_174": 26,
                "llr_stats": {
                  "count": 174,
                  "avg_abs": 1.707047,
                  "min_abs": 0.003655,
                  "max_abs": 3.884903,
                  "positive": 132,
                  "negative": 42,
                  "zero": 0
                },
                "source_rank_score": 116.828188,
                "syndrome_weight": 32,
                "valid_codeword_hard_decision": false,
                "message91_sha256_16": "7eb8521bc797d417",
                "codeword174_sha256_16": "57e8972b644f146e"
              }
            ],
            "warnings": [
              "Step 43 JS8 Costas guard uses leading-only Costas exclusion by default to preserve 58 data symbols / 174 soft bits on JS8Lab windows; full FT8 middle/trailing exclusion remains diagnostic-only.",
              "Step 43 profile-anchor guard: FEC symbols were extracted from the selected profile sync anchor instead of re-running an independent sync search.",
              "Step 43 prepares LDPC/FEC input candidates and an LDPC probe harness only; it does not yet run final real JS8 LDPC decode or unpack text.",
              "Step 43 does not decode JS8 text yet. It probes FT8-style Gray de-mapping, bit order and 174-bit interleaver candidates for real LDPC/FEC integration.",
              "lab_mask_xor_preview is only a repeatable diagnostic mask, not a confirmed JS8 whitening implementation."
            ]
          }
        ],
        "outputs": {
          "timing_boundary_sweep_json": "/decoders/js8_decoder/runtime/timing_boundary_sweep/step43_timing_boundary_sweep.json",
          "timing_best_candidate_json": "/decoders/js8_decoder/runtime/timing_boundary_sweep/step43_best_timing_fec_candidate.json",
          "checkpoint_json": "/decoders/js8_decoder/logs/20260527T062127Z_real_run_timing_boundary_sweep_output.json"
        },
        "decodes": [],
        "warnings": [
          "Step 43 expands the Step36 edge hit and exports the best timing candidate for downstream LDPC soft-decode.",
          "No JS8 text unpack or CRC validation is performed yet.",
          "No valid LDPC codeword found is a diagnostic warning, not a hard command failure."
        ],
        "next_action": "Use outputs.timing_best_candidate_json for LDPC matrix/soft decode. If syndrome is still far from 0, continue interleaver/LLR and symbol-boundary tuning around the best_candidate."
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      "url": "/logs/20260527T055654Z_real_run_dirty_window_scan_output.stderr.log"
    },
    {
      "name": "20260527T055654Z_real_run_quick_prefilter_output.json",
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    {
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      "url": "/logs/20260527T055654Z_input_check_output.json"
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    {
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      "size": 0,
      "mtime_utc": "2026-05-27T05:56:54Z",
      "url": "/logs/20260527T055654Z_input_check_output.stderr.log"
    },
    {
      "name": "20260527T052959Z_server-deep-run.log",
      "size": 360042,
      "mtime_utc": "2026-05-27T05:40:57Z",
      "url": "/logs/20260527T052959Z_server-deep-run.log"
    },
    {
      "name": "20260527T052959Z_server-deep-run_manifest.json",
      "size": 1054,
      "mtime_utc": "2026-05-27T05:40:57Z",
      "url": "/logs/20260527T052959Z_server-deep-run_manifest.json"
    },
    {
      "name": "20260527T052959Z_real-run.log",
      "size": 359012,
      "mtime_utc": "2026-05-27T05:40:56Z",
      "url": "/logs/20260527T052959Z_real-run.log"
    },
    {
      "name": "20260527T052959Z_real-run_manifest.json",
      "size": 2257,
      "mtime_utc": "2026-05-27T05:40:55Z",
      "url": "/logs/20260527T052959Z_real-run_manifest.json"
    },
    {
      "name": "js8_decoder_lab_real_run_20260527T052959Z.zip",
      "size": 1266231,
      "mtime_utc": "2026-05-27T05:40:55Z",
      "url": "/logs/js8_decoder_lab_real_run_20260527T052959Z.zip"
    },
    {
      "name": "20260527T052959Z_real_run_bundle_index.json",
      "size": 34952,
      "mtime_utc": "2026-05-27T05:40:55Z",
      "url": "/logs/20260527T052959Z_real_run_bundle_index.json"
    },
    {
      "name": "20260527T053939Z_ldpc-soft-decode.log",
      "size": 1847,
      "mtime_utc": "2026-05-27T05:40:55Z",
      "url": "/logs/20260527T053939Z_ldpc-soft-decode.log"
    },
    {
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      "size": 690,
      "mtime_utc": "2026-05-27T05:40:54Z",
      "url": "/logs/20260527T053939Z_ldpc-soft-decode_manifest.json"
    }
  ],
  "browser_links": {
    "home": "/",
    "api_report": "/api/report",
    "logs": "/logs/"
  },
  "note": "Read-only browser report for JS8 Decoder Lab logs. It does not start TX/PTT/Tune/Send or control JS8Call runtime."
}