```json { "rows": [ { "key": "w01", "result_sha256": "852be37baea3cf0d55c9b065de8c661762f14b3ece655002aaaf1af90d4a0d08", "markets_per_s": 1838.4037104339595, "search_minutes": 45.40324564049952, "generations": 605, "population": 16, "markets_per_generation": 512, "holdout_over_IB": 0.10649128196510507, "holdout_over_IB_se": 0.005940105856443624, "holdout_over_HA": 0.7586433286385074, "real_vs_IB_mean_diff": 0.08651008371137892, "real_vs_IB_se": 0.020278454137324698, "afterSwap_peak": 236944, "OOG": 0, "gates_passed": { "A": true, "B": true, "C": true }, "valid": true, "searched": true, "source": ".imd/reads/artifacts/item-w01", "source_fields": "speed; search; holdout; real; gas; gates; valid; params", "gate_evidence": { "A": { "sequences": 50, "swap_callbacks": 100000, "initialization_callbacks": 50, "callbacks": 100050, "fee_comparisons": 200100, "max_abs_fee_difference_bps": 6.64202309125228e-05, "mean_abs_fee_difference_bps": 2.991582492849096e-06, "share_above_0_01_bps": 0.0, "callback_share_above_0_01_bps": 0.0, "first_divergence": null, "cause": null, "coverage": { "arb": 23872, "retail": 76128, "zero_trade_steps": 10059, "same_step_callbacks": 60051, "gap_gt_1": 23936, "gap_gt_8": 6499, "buy": 50087, "sell": 49913, "max_gap": 32, "max_trades_per_step": 4 }, "seed_start": 310000, "seed_end": 310049, "njit_compiles": true, "speed": { "python_to_njit_seconds": 0.11271441058488563, "evm_adapter_seconds": 5.888378277129959, "python_to_njit_callbacks_per_second": 887641.6021769637, "evm_adapter_callbacks_per_second": 16991.095899627755, "native_replay_callbacks": 2000000, "native_replay_seconds": 0.2649243070045486, "native_replay_callbacks_per_second": 7549326.155133289, "native_checksum": 29842.669851569164, "warm_compile_excluded": true }, "wall_seconds": 8.253995054983534, "passed": true, "threshold_bps": 0.01 }, "B": { "n": 512, "seed_start": 7132768, "seed_end": 7133279, "mean_diff": 1.708612109706731, "se": 0.04425219850674254, "reference": 1.749, "tolerance": 0.15, "passed": true }, "C": { "sequences": 50, "swap_callbacks": 100000, "initialization_callbacks": 50, "callbacks": 100050, "fee_comparisons": 200100, "max_abs_fee_difference_bps": 9.367628645007287e-05, "mean_abs_fee_difference_bps": 3.5045285295265133e-06, "share_above_0_01_bps": 0.0, "callback_share_above_0_01_bps": 0.0, "first_divergence": null, "cause": null, "coverage": { "arb": 23565, "retail": 76435, "zero_trade_steps": 10017, "same_step_callbacks": 60126, "gap_gt_1": 23841, "gap_gt_8": 6496, "buy": 50033, "sell": 49967, "max_gap": 32, "max_trades_per_step": 4 }, "seed_start": 310000, "seed_end": 310049, "njit_compiles": true, "speed": { "python_to_njit_seconds": 0.116427437227685, "evm_adapter_seconds": 6.737107808934525, "python_to_njit_callbacks_per_second": 859333.5246600219, "evm_adapter_callbacks_per_second": 14850.586162109068, "native_replay_callbacks": 2000000, "native_replay_seconds": 0.3112498070113361, "native_replay_callbacks_per_second": 6425706.795465282, "native_checksum": 30919.07382012217, "warm_compile_excluded": true }, "wall_seconds": 9.39509398402879, "passed": true, "threshold_bps": 0.1 } }, "holdout_evidence": { "n": 8192, "seeds": [ 40000000, 40008191 ], "seconds": 17.176402960030828, "mean_edge": { "candidate": 526.848311223857, "T": 524.9728358327186, "HA": 526.0896678952186, "IB": 526.7418199418919 }, "over_T": { "mean_diff": 1.875475391138457, "se": 0.011858450798040224, "retail_edge_delta": { "mean_diff": 5.026882555852243, "se": 0.013278803850255075 }, "arb_edge_delta": { "mean_diff": -3.151407164713786, "se": 0.0055762685417486794 } }, "over_HA": { "mean_diff": 0.7586433286385074, "se": 0.008817817926040127, "retail_edge_delta": { "mean_diff": 0.9738466196959967, "se": 0.008977319790568495 }, "arb_edge_delta": { "mean_diff": -0.21520329105748912, "se": 0.003575814415924243 } }, "over_IB": { "mean_diff": 0.10649128196510507, "se": 0.005940105856443624, "retail_edge_delta": { "mean_diff": -0.023729118267249487, "se": 0.00623017232055486 }, "arb_edge_delta": { "mean_diff": 0.13022040023235512, "se": 0.0022684610602904305 } } }, "real_evidence": { "seeds": [ 7560000, 7560511 ], "chunk": 64, "workers": 8, "engine": "amm_sim_rs.run_batch(strategy, VanillaStrategy, configs, 8), each strategy alone", "mean_edge": { "candidate": 520.3167528328091, "ib": 520.2302427490978, "ha": 519.6299555299798 }, "seconds": { "candidate": 57.74564373207977, "ib": 57.70200320298318, "ha": 54.132308885979 }, "retail_delta": { "vs_IB": { "n": 512, "mean_diff": 46.283517099303936, "se": 4.3497857322816955, "worst5": [ [ 7560356, -494.02487546872 ], [ 7560026, -446.12079543557775 ], [ 7560309, -280.2310372757638 ], [ 7560114, -273.34365598633303 ], [ 7560086, -185.93762302203686 ] ] }, "vs_HA": { "n": 512, "mean_diff": 665.8536780928575, "se": 11.370338123087507, "worst5": [ [ 7560152, -1659.1210832669458 ], [ 7560497, -13.561359522558632 ], [ 7560244, 144.79854621975392 ], [ 7560384, 168.34043002629915 ], [ 7560485, 187.67325194636214 ] ] } }, "arb_delta": { "vs_IB": { "n": 512, "mean_diff": 10.942866117019157, "se": 3.4457684831213133, "worst5": [ [ 7560346, -208.85651305660213 ], [ 7560356, -201.2203154011404 ], [ 7560026, -200.11793848510933 ], [ 7560309, -188.70540223581702 ], [ 7560466, -182.33689482410045 ] ] }, "vs_HA": { "n": 512, "mean_diff": 490.50832812362296, "se": 5.301652509410847, "worst5": [ [ 7560152, -288.2954769617354 ], [ 7560121, 125.27856230773614 ], [ 7560390, 213.7184754551272 ], [ 7560444, 214.52227692137603 ], [ 7560371, 235.32339493641848 ] ] } }, "vs_IB": { "n": 512, "mean_diff": 0.08651008371137892, "se": 0.020278454137324698, "worst5": [ [ 7560356, -3.1037826833073723 ], [ 7560416, -1.379460494334353 ], [ 7560399, -1.2251754884299544 ], [ 7560081, -1.153185757667643 ], [ 7560137, -1.149446857818475 ] ] }, "vs_HA": { "n": 512, "mean_diff": 0.6867973028292009, "se": 0.03605487507066095, "worst5": [ [ 7560152, -6.4968708716498895 ], [ 7560356, -3.1699009632336583 ], [ 7560348, -1.8342732231292302 ], [ 7560345, -1.718191090497271 ], [ 7560497, -1.5929189346356907 ] ] }, "delta_units": "Retail and arb deltas are volume in Y; wheel does not expose retail/arb edge split. Holdout reports replica edge splits." } }, { "key": "w02", "result_sha256": "ed292b6d548b8790619223e2d3154272f67c8161a0715d753045b84652b6b890", "markets_per_s": 116.76963363286075, "search_minutes": 0, "generations": 0, "population": null, "markets_per_generation": null, "holdout_over_IB": null, "holdout_over_IB_se": null, "holdout_over_HA": null, "real_vs_IB_mean_diff": null, "real_vs_IB_se": null, "afterSwap_peak": 237710, "OOG": 0, "gates_passed": { "A": true, "B": true, "C": true }, "valid": true, "searched": false, "source": ".imd/reads/artifacts/item-w02", "source_fields": "speed; search; holdout; real; gas; gates; valid; params", "gate_evidence": { "A": { "sequences": 50, "swap_callbacks": 100000, "initialization_callbacks": 50, "seeds": [ 310000, 310049 ], "max_fee_diff_bps": 6.64202309125228e-05, "threshold_bps": 0.01, "passed": true, "fees_above_threshold": 0 }, "B": { "n": 512, "seeds": [ 7132768, 7133279 ], "replica_IB_minus_T": 1.708612109706731, "se": 0.04425219850674254, "reference": 1.749, "absolute_error": 0.04038789029326906, "passed": true }, "C": { "sequences": 50, "swap_callbacks": 100000, "initialization_callbacks": 50, "seeds": [ 310000, 310049 ], "max_fee_diff_bps": 6.64202309125228e-05, "threshold_bps": 0.1, "passed": true, "fees_above_threshold": 0, "note": "Same measurement as A: fallback returns byte-for-byte original IB and unchanged params, so no separate candidate or additional differential run exists." } }, "holdout_evidence": { "n": 0, "over_T": null, "over_HA": null, "over_IB": null, "se_over_T": null, "se_over_HA": null, "se_over_IB": null, "reason": "Not run: speed fallback; no trained candidate was selected or frozen." }, "real_evidence": { "strategy": "IB, unchanged", "seeds": [ 7564000, 7565599 ], "chunk_size": 32, "workers": 8, "vs_IB": null, "vs_HA": { "n": 1600, "mean_diff": 0.6366251419771544, "se": 0.017239055950171563, "worst5": [ [ 7564122, -1.7289798252598416 ], [ 7565430, -1.5888178561880295 ], [ 7564656, -1.5485268002689736 ], [ 7564426, -1.3602645070321842 ], [ 7564324, -1.3578835506632458 ] ] }, "requested_512": { "seeds": [ 7564000, 7564511 ], "vs_HA": { "n": 512, "mean_diff": 0.6520471238307625, "se": 0.031349895123075955, "worst5": [ [ 7564122, -1.7289798252598416 ], [ 7564426, -1.3602645070321842 ], [ 7564324, -1.3578835506632458 ], [ 7564457, -1.0004083178632754 ], [ 7564440, -0.9685857417581474 ] ] } }, "retail_delta": 636.0285333940571, "arb_delta": 486.3141449381903, "retail_delta_se": 4.880218624427715, "arb_delta_se": 2.9016678969643293, "delta_units": "Y volume, IB minus HA; installed LightweightSimResult does not expose retail/arb edge components.", "retail_edge_delta": null, "arb_edge_delta": null, "pnl_delta": { "n": 1600, "mean_diff": 0.632555107632495, "se": 0.02175809906807925, "worst5": [ [ 7564871, -3.0547000285478134 ], [ 7564932, -2.5373471627754043 ], [ 7564556, -2.4097087508671393 ], [ 7564839, -2.3077483172346547 ], [ 7564624, -2.2912347716155637 ] ] }, "mean_edge": { "IB": 530.0569250921654, "HA": 529.4202999501882 }, "engine": "amm_sim_rs.run_batch(strategy_bytecode, VanillaStrategy_bytecode, configs, 8); each strategy in a separate market", "configs": "MatchRunner._build_configs draw order with RNG seeded by actual market seed: uniform(19,21), uniform(0.6,1), uniform(0.000882,0.001008). 10000 steps; remaining baseline settings from pinned repository.", "max_evaluation_process_seconds": 141.65773354913108 } }, { "key": "w03", "result_sha256": "1ea63fa2a2d98d5767944f09bbf70ea75402fdf766c842b5f7f4339a6d40004a", "markets_per_s": 328.5127107469067, "search_minutes": 58.174573330084485, "generations": 66, "population": 32, "markets_per_generation": 512, "holdout_over_IB": 0.05406095063893025, "holdout_over_IB_se": 0.004830432099858687, "holdout_over_HA": 0.7062129973123326, "real_vs_IB_mean_diff": 0.04226272445449164, "real_vs_IB_se": 0.015147665518369192, "afterSwap_peak": 237686, "OOG": 0, "gates_passed": { "A": true, "B": true, "C": true }, "valid": true, "searched": true, "source": ".imd/reads/artifacts/item-w03", "source_fields": "speed; search; holdout; real; gas; gates; valid; params", "gate_evidence": { "A": { "what": "IB's port (port_zb64, sha256 verified) with IB params vs IB code (sha256 verified) in the EVM", "sequences": 50, "seeds": [ 310000, 310049 ], "swap_callbacks": 100000, "max_fee_diff_bps": 6.64202309125228e-05, "fees_over_threshold": 0, "threshold_bps": 0.01, "passed": true }, "B": { "what": "replica IB minus T on seeds 7132768..7133279 vs real +1.749", "seeds": [ 7132768, 7133279 ], "n": 512, "replica_IB_minus_T": 1.708612109706731, "se": 0.04425219850674254, "real_reference": 1.749, "abs_error": 0.04038789029326906, "threshold": 0.15, "passed": true, "replica_HA_minus_T_same_seeds": 1.1222303487145568 }, "C": { "what": "frozen code in the EVM vs IB port with the frozen weights, same sequences as A", "sequences": 50, "seeds": [ 310000, 310049 ], "swap_callbacks": 100000, "max_fee_diff_bps": 4.9939564063933295e-05, "threshold_bps": 0.1, "passed": true, "code_sha256": "71dc02a6e851370d9698df0362e51248bb101df16d83bf9c7cc7849f58f3295e" } }, "holdout_evidence": { "seeds": [ 40000000, 40008191 ], "evaluated_once": true, "n": 8192, "over_T": 1.8230450598122823, "over_HA": 0.7062129973123326, "over_IB": 0.05406095063893025, "se_over_T": 0.011820757087928528, "se_over_HA": 0.008491405147704637, "se_over_IB": 0.004830432099858687, "IB_over_T": 1.768984109173352, "HA_over_T": 1.1168320624999497, "means": { "cand": 526.7958808925309, "IB": 526.7418199418919, "HA": 526.0896678952186, "T": 524.9728358327186 }, "replica_retail_edge_delta": { "vs_T": 5.129166642821474, "vs_HA": 1.0761307066652535, "vs_IB": 0.0785549687020648 }, "replica_arb_edge_delta": { "vs_T": -3.3061215830092436, "vs_HA": -0.3699177093529471, "vs_IB": -0.02449401806310192 } }, "real_evidence": { "seeds": [ 7568000, 7568511 ], "chunk": 64, "engine": "amm_sim_rs.run_batch(bytecode, VanillaStrategy bytecode, configs, 8); candidate, IB and HA each alone; configs = MatchRunner._build_configs body with seed i", "vs_IB": { "n": 512, "mean_diff": 0.04226272445449164, "se": 0.015147665518369192, "worst5": [ [ 7568008, -1.4191587508505563 ], [ 7568331, -1.0614956676161 ], [ 7568384, -1.042377281744507 ], [ 7568188, -1.0073256000100628 ], [ 7568253, -0.9784418099661707 ] ] }, "vs_HA": { "n": 512, "mean_diff": 0.6577386418884297, "se": 0.030244008237150007, "worst5": [ [ 7568340, -2.7507662108514523 ], [ 7568326, -1.9246539567074024 ], [ 7568400, -1.211010251604307 ], [ 7568302, -1.0755382657856671 ], [ 7568311, -1.0326803025803883 ] ] }, "IB_vs_HA_same_seeds": { "n": 512, "mean_diff": 0.615475917433938, "se": 0.030893944911315738, "worst5": [ [ 7568340, -3.4330521958678446 ], [ 7568378, -2.0049032340740496 ], [ 7568326, -1.5695155050298126 ], [ 7568400, -1.564069436840441 ], [ 7568311, -1.1095368234257421 ] ] }, "mean_edge": { "cand": 525.6424006332874, "IB": 525.600137908833, "HA": 524.984661991399 }, "retail_delta": { "metric": "mean retail_volume_y of the submission (the real engine result exposes volumes, not a retail/arb edge split)", "vs_IB": 45.26546915908693, "vs_HA": 668.0169152809103 }, "arb_delta": { "metric": "mean arb_volume_y of the submission", "vs_IB": 54.512964861460205, "vs_HA": 536.037388642555 }, "pnl_delta": { "vs_IB": 0.043952352545829854, "vs_HA": 0.715967511435224 } } }, { "key": "w04", "result_sha256": "0e1edcc0290e3477056f87c876a63d4d22a741bbca3929d1c8a211a07496a1bb", "markets_per_s": 18.824837059385008, "search_minutes": 0, "generations": 0, "population": null, "markets_per_generation": null, "holdout_over_IB": null, "holdout_over_IB_se": null, "holdout_over_HA": null, "real_vs_IB_mean_diff": 0.0, "real_vs_IB_se": 0.0, "afterSwap_peak": 234817, "OOG": 0, "gates_passed": { "A": true, "B": true, "C": true }, "valid": true, "searched": false, "source": ".imd/reads/artifacts/item-w04", "source_fields": "speed; search; holdout; real; gas; gates; valid; params", "gate_evidence": { "A": { "passed": true, "sequences": 50, "swap_callbacks": 100000, "seeds": [ 310000, 310049 ], "max_fee_diff_bps": 6.64202309125228e-05, "fees_over_0_01_bps": 0, "what": "IB port with params vs IB.sol EVM" }, "B": { "passed": true, "seeds": [ 7132768, 7133279 ], "replica_IB_minus_T": 1.708612109706731, "se": 0.04425219850674254, "reference": 1.749, "abs_error": 0.04038789029326906, "retail_edge_delta": 5.001108207261852, "arb_edge_delta": -3.292496097555121 }, "C": { "passed": true, "note": "frozen code is IB code unchanged with params unchanged, so identical to gate A (max 6.64e-05 bps)" } }, "holdout_evidence": null, "real_evidence": { "seeds": [ 7572000, 7572175 ], "chunk": 16, "vs_IB": { "n": 176, "mean_diff": 0.0, "se": 0.0, "worst5": [], "note": "same bytecode" }, "vs_HA": { "n": 176, "mean_diff": 0.5661627360113383, "se": 0.048246643578413906, "worst5": [ [ 7572053, -1.7315197915775116 ], [ 7572167, -1.420111514382711 ], [ 7572149, -0.7644235363335383 ], [ 7572077, -0.5774177629305086 ], [ 7572013, -0.57096293090774 ] ] }, "note": "candidate == IB (no search); IB over HA only; vs_IB not applicable (identical code)", "retail_delta": 621.5973184268806, "arb_delta": 479.91213878856547, "retail_delta_unit": "retail_volume_y (engine exposes no retail/arb edge split)", "arb_delta_unit": "arb_volume_y", "pnl_delta": 0.5930901234093487, "mean_edge": { "IB": 527.3502740149814, "HA": 526.78411127897 } } }, { "key": "w05", "result_sha256": "86495bdaff5494a6f44d488139863963efd7e7db49c2397f48441f3b779b142b", "markets_per_s": 68.11013007875535, "search_minutes": 0, "generations": 0, "population": 16, "markets_per_generation": 512, "holdout_over_IB": null, "holdout_over_IB_se": null, "holdout_over_HA": null, "real_vs_IB_mean_diff": 0.0, "real_vs_IB_se": 0.0, "afterSwap_peak": 234872, "OOG": 0, "gates_passed": { "A": true, "B": true, "C": true }, "valid": true, "searched": false, "source": ".imd/reads/artifacts/item-w05", "source_fields": "speed; search; holdout; real; gas; gates; valid; params", "gate_evidence": { "A": { "sequences": 50, "seeds": [ 310000, 310049 ], "swap_callbacks": 100000, "max_abs_fee_difference_bps": 6.64202309125228e-05, "fees_over_0_01_bps": 0, "passed": true, "threshold_bps": 0.01 }, "B": { "seeds": [ 7132768, 7133279 ], "replica_gain_over_T": 1.708612109706731, "se": 0.04425219850674254, "expected_gain": 1.749, "abs_error": 0.04038789029326896, "passed": true, "threshold_abs_error": 0.15 }, "C": { "sequences": 50, "seeds": [ 310000, 310049 ], "swap_callbacks": 100000, "max_abs_fee_difference_bps": 6.64202309125228e-05, "passed": true, "threshold_bps": 0.1 }, "note": "A and C used the 50-sequence IB float-port/EVM differential; C uses the supplied frozen IB code and params." }, "holdout_evidence": { "n": 0, "over_T": null, "over_HA": null, "over_IB": null, "se_over_T": null, "se_over_HA": null, "se_over_IB": null }, "real_evidence": { "seeds": [ 7576000, 7576511 ], "paired_n": 512, "vs_IB": { "n": 512, 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", "code_sha256": "adbf4f8c79c70cebfdecf2c0db65d869aa506068374223eddac636196b40b63a" }, "notes": [ { "scope": "provenance", "text": "Each row cites its supplied result file and exact result_sha256; all five input hashes were recomputed and match the assignment. All five code_zb64 values were base64-decoded and zlib-decompressed in memory and their SHA-256 values match code_sha256. These checks establish file integrity, not experimental reproducibility. Best fields are copied unchanged from w01; weights are flattened from the cited params in W1 row-major, b1, W2 bid row then ask row, b2 order." }, { "scope": "validity", "text": "valid and gates_passed preserve item-reported status. No item reports a failed gate or candidate OOG, and each reported candidate afterSwap peak is below the assignment limit. Experiments, upstream artifact hashes, engine configuration and seed freshness were not independently rerun or verified by this merge. Gate B in every result compares replica IB-minus-T with the supplied real reference, not a new real T arm. No leaderboard placement is established." }, { "scope": "source reliability", "text": "The assignment flags cited-source problems for w01 (2 sources), w02 (3), w03 (5), and w05 (5): unavailable, unstable or not supporting quoted claims. Exact source identities and quote evidence were not supplied among these result files, so those problems cannot be resolved here. Upstream provenance and verification claims in their notes/input hashes remain item assertions, not independently corroborated facts. Local result hashes and embedded code hashes were verified separately. Retain their reported measurements provisionally; source flags alone do not prove the measurements false. w04 was not included in that flag list." }, { "key": "w01", "source": ".imd/reads/artifacts/item-w01#/search; /holdout; /real; /gas; /notes", "text": "Highest reported holdout over IB among valid searched items, so selected as best. Search froze the best scheduled monitor point rather than the last generation. Real and holdout gains are separate measurements on different seed sets, not pooled. C reports the frozen-candidate differential. Flagged external sources limit provenance confidence as above." }, { "key": "w02", "source": ".imd/reads/artifacts/item-w02#/search; /holdout; /real; /gates/C; /notes", "text": "No search: measured speed below the item-reported fallback threshold. Candidate is unchanged IB. Holdout and real vs_IB are absent (null), not estimated as zero. Population and markets_per_generation were not specified in this result and remain null. Real vs_HA includes both the requested initial sample and an extended sample; preserve both, do not count them as independent. C reuses A because code and params are unchanged. Flagged sources limit provenance confidence." }, { "key": "w03", "source": ".imd/reads/artifacts/item-w03#/search; /holdout; /real; /gas; /notes", "text": "Completed search and passed all gates as reported; lower holdout gain over IB than w01. C names the same frozen code hash that this merge verified. Flagged sources limit upstream provenance confidence; reported local measurements are retained." }, { "key": "w04", "source": ".imd/reads/artifacts/item-w04#/search; /holdout_note; /real; /gas; /gates/C; /notes", "text": "No search; unchanged IB, no holdout. Only 176 paired real seeds completed rather than the item-stated target of 512; chunks were reduced to 16. Its valid=true is reported candidate status, not confirmation of full evaluation completion. vs_IB zero is explicitly an identical-bytecode comparison, not an independent candidate test; worst5 is empty. C relies on identity with A. Null population and markets_per_generation reflect absent measurements/settings." }, { "key": "w05", "source": ".imd/reads/artifacts/item-w05#/speed; /search; /notes; /real; /gas", "text": "No valid search and no holdout. Speed object reports 68.11013007875535 markets/s but notes cite 155.1368; retain the structured speed and flag the unresolved discrepancy. Both imply the reported fallback. Notes also disclose a discarded wrong-binding training segment and stale compiled replica helpers; searched=false and zero generations refer to retained valid work only. Listed population and markets_per_generation are settings, not executed search. vs_IB zero reflects unchanged IB. Candidate OOG is reported zero; HA OOG evidence is said to exist only in undelivered scratch material, so its value cannot be recovered. Flagged sources further limit provenance confidence." }, { "scope": "metric interpretation", "source": "All five inputs: real and notes; w01 and w03: holdout", "text": "Real retail/arb deltas are volume in Y, not edge components; preserve their labels and available uncertainty without inventing an edge split. w05 does not explicitly state the comparison arm for these scalar volume deltas; its fallback context is IB/HA. w01 and w03 provide replica edge decompositions separately in holdout_evidence. Empty or missing holdouts remain null; no unmeasured holdout gains or missing errors are filled in. No aggregate or inferred top-10 gain is added." } ] } ```