```json {"rows":[{"key":"item-oracle-next-probability","measurement":"Source: .imd/reads/artifacts/item-oracle-next-probability (SHA-256 23b46684d7a5a48583c2d0dc81399d26d3965f698a5ff2778acafadcbbe2b8bd), supplied item artifacts/goal/batches/r2-diagnose/items/oracle-next-probability/result.json; fields approach, tried, findings, next and diagnostic metadata. Incumbent SHA-256: baef955ec10728839f7c3357016ec9eb0550e7ec689bbd5171b1cdd5c9e37273. Replace only phat before inv(phat) with next-step truth; diagnostic oracle, not an admissible submission or guaranteed achievable gain. All other logic, including uncertainty and final-step override, retained. tried.instrumentation_invariance reports exact full-result equality on 20 pilot seeds. Complete is the reported timing-selected 500-seed block: 237500..237999 were not run; tried.timing_and_seed_count projects 1992.759510592441 seconds for 1000 pairs. No finalist evidence or promotion. Spread findings are conditional means, unlike contribution tables in belief/retail. Four independent serial OS processes were used for disjoint ranges per tried/reproducibility; this differs from the requested single-process execution profile.","seeds":{"start":237000,"end_inclusive":237499,"excluded":"237500..237999 not run; 900000..903999 untouched"},"n":500,"complete":true,"incumbent":{"mean":105.59281984014,"retail_mean":130.0047262930132,"arb_mean":-24.4119064528362,"se":8.289955364939026},"findings":[{"name":"incumbent","count":500,"mean":105.59281984014,"retail_mean":130.0047262930132,"arb_mean":-24.4119064528362,"se":8.289955364939026},{"name":"oracle","count":500,"mean":122.114383302711,"retail_mean":128.9292644928786,"arb_mean":-6.8148811901688005,"se":7.6711401273521425},{"name":"oracle_minus_B/competitor_spread_ticks=1","count":140,"mean":5.617950407692144,"retail_mean":-13.716580370888572,"arb_mean":19.334530778532145,"se":7.436974887471781},{"name":"oracle_minus_B/competitor_spread_ticks=2","count":111,"mean":11.591363285066667,"retail_mean":5.791444147277478,"arb_mean":5.799919137822522,"se":5.422038255451445},{"name":"oracle_minus_B/competitor_spread_ticks=3","count":133,"mean":30.000102669306013,"retail_mean":5.524828781802258,"arb_mean":24.475273887369926,"se":4.364778255363708},{"name":"oracle_minus_B/competitor_spread_ticks=4","count":116,"mean":18.944945642659484,"retail_mean":0.04256744422068772,"arb_mean":18.90237819845431,"se":4.206573561263741}],"paired":{"n":500,"mean_diff":16.521563462571,"se":2.8664084038396918,"retail_diff":-1.0754618001346,"arb_diff":17.5970252626674},"suggests":"[{\"change\":\"Improve sub-tick probability and jump estimation before quote sizing; use fill/probe evidence to reduce stale-price errors.\",\"edge_at_stake\":16.521563462571,\"se\":2.8664084038396918,\"interpretation\":\"Oracle-minus-B diagnostic headroom on this seed block, not a forecast of achievable strategy gain.\"},{\"change\":\"Use the improved probability forecast to cancel or reduce orders vulnerable to adverse selection, then test on separate seeds.\",\"edge_at_stake\":17.5970252626674,\"interpretation\"","failures":[],"flag":null},{"key":"item-belief-calibration","measurement":"Source: .imd/reads/artifacts/item-belief-calibration (SHA-256 b6ac7649a071ad5386e4e2ed7d7e5d5b39648113f26ae2a564f6183658f46bdc), supplied item artifacts/goal/batches/r2-diagnose/items/belief-calibration/result.json; fields approach, tried, findings, next and diagnostic metadata. Incumbent SHA-256: baef955ec10728839f7c3357016ec9eb0550e7ec689bbd5171b1cdd5c9e37273. Calibration of phat and bounds against previous-step truth; own-step fills supply edge contributions. findings copied in full, including overlapping callback classes; do not sum classes across partitions. MAE, bias, widths and errors are in ticks; out is a callback fraction; MAE/out SEs cluster by simulation. cf_* are counterfactual bounds on recorded B states, not changed-order trajectories or gains. identity_check reports 1000 exact total/retail/arb/failed comparisons, 0 mismatches. Source caveat from merge brief: two cited external sources failed re-read/support checks; their identities and failed passages are not supplied in this input. Treat simulator/strategy interpretations as item-reported, not independently source-verified; retain local numerical measurements with the supplied harness/identity report as evidence. No oracle run. approach/tried describe four processes on disjoint blocks, while notes say serial in-process: serial run_batch calls do not establish compliance with the requested single-OS-process 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a one-tick retreat of the competitor's best quote as evidence that p crossed it: in B's jumpinfo block set lo to at least ca-1 when ca > self.pca, and hi to at most cb+1 when cb < self.pcb, or better multiply the belief weights of the cell left behind by about 0.016 (the measured share of retreats that were not a crossing) instead of cutting hard, since a hard cut puts the truth outside the bounds on about 1.3% of those callbacks.\",\"evidence\":\"226,143 callbacks (11.3%): phat MAE ","failures":0,"flag":null},{"key":"item-collateral-binding","measurement":"Source: .imd/reads/artifacts/item-collateral-binding (SHA-256 62455e00b145fa83a071d0b3019fb776d34b116b2c338eebcfe13312224db33b), supplied item artifacts/goal/batches/r2-diagnose/items/collateral-binding/result.json; fields approach, tried, findings, next and diagnostic metadata. Incumbent SHA-256: baef955ec10728839f7c3357016ec9eb0550e7ec689bbd5171b1cdd5c9e37273. Observation-only one-step cumulative quote-extension replay, not a strategy or oracle trajectory. Local edge means and SEs use all 1000 simulations with zeros included. Temporary extensions are behind actual equal-price orders; stale extensions pay arbitrage before replaying actual retail flow; extensions disappear each step. method.quote_ladder fixes tranche order; marginal probability/horizon/cash buckets overlap. Physical-cash relaxation is collateral-infeasible virtual supply, not recoverable by a legal policy as measured. Count-only zeros mean unestimated effect, not zero opportunity. Upstream inventory, persistent-order and price-switch effects are not estimated. tried reports 20 exact full-result equivalence checks and 30375 baseline-replay checks within 1e-7, plus 3 synthetic tests. method reports a single serial OS process. No 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reserve=100 instead of 200 only when phat<0.01; keep the current expiry release. Edge-at-stake is the measured effect of full reserve removal in this belief bucket, not the predicted gain from halving it; re-measure whole trajectories.\",\"edge_at_stake\":{\"local_net_per_simulation\":0.21724846,\"retail\":0.21724851,\"additional_arb\":-6e-08,\"se\":0.04710296}},{\"change\":\"Test xu=0.05 instead of 0.10 only when 0.05<=phat<0.10, preserving fu and hard collateral checks. Edge-at-stake covers","failures":{"incumbent":0,"instrumentation":0,"seeds":[]},"flag":null},{"key":"item-retail-capture","measurement":"Source: .imd/reads/artifacts/item-retail-capture (SHA-256 50f88b0a30787a145b1f216242e1ae10ffc1ffcf93c3eb829d0df6e3d0c785d6), supplied item artifacts/goal/batches/r2-diagnose/items/retail-capture/result.json; fields approach, tried, findings, next and diagnostic metadata. Incumbent SHA-256: baef955ec10728839f7c3357016ec9eb0550e7ec689bbd5171b1cdd5c9e37273. Fill attribution by true post-move probability, spread and filler. findings_note: all edge entries are contributions divided by all 1000 simulations; count in probability rows means simulations with any fill, in spread rows means simulations of that spread. Share is B retail fill notional / all retail fill notional. Competitor retail edge is observed competing flow, not a tested gain; competitor arbitrage costs caution against simply copying its quotes. approach reports 20 pilot total/retail/arb results bit-identical with instrumentation, and logged fills summing to scored edges. Supplied code contains collection and aggregation; no independent reproduction was run for this merge. Low/high probability asymmetry explanation in findings_note is explicitly untested. Aggregator reads four p{k}.json outputs; code does not itself establish how processes were scheduled. No paired experiment or 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