Inputs: [item-<key>](../../../../../../.imd/reads/artifacts/) for each key below; fields: paired, tuning, code, checks. All 11 input SHA-256 values match the supplied manifest. Statistics are copied; table rounded to 4 decimals. Ranked by best target-spread mean/SE (flagged rows retained). A=incumbent mismatch; B=incomplete/missing code/checks/failures. JSON flags explain.

| Key | Spread | Diff ± SE | Overall diff ± SE | Flag |
|---|---:|---:|---:|---|
| c-s2-mask-to-ask | 2 | 0.6399 ± 0.7762 | 0.1536 ± 0.1861 | — |
| d-s23-ask-jump-mult | 3 | -0.2151 ± 1.5355 | -0.4804 ± 0.5453 | — |
| d-s23-noquote-bid-withdraw | 2 | -3.9568 ± 1.7609 | -2.9093 ± 0.8843 | — |
| d-s2-ownfill-bid-pull | 2 | -5.8236 ± 2.1348 | -1.3977 ± 0.5227 | — |
| d-s1-ownfill-both-pull | 1 | -13.7112 ± 3.1324 | -3.5923 ± 0.8617 | A |
| d-s2-ownfill-ask-pull | 2 | -17.1716 ± 3.3695 | -4.1212 ± 0.8704 | — |
| d-s4-ownfill-both-pull | 4 | -36.2460 ± 6.4110 | -8.4091 ± 1.6330 | — |
| d-s23-ownfill-size-halve | 2 | -11.7815 ± 1.5798 | -7.5982 ± 0.7062 | — |
| d-s3-ownfill-ask-pull | 3 | -30.3466 ± 3.9842 | -8.0722 ± 1.2154 | — |
| d-s2-join-mid | 2 | -20.4813 ± 1.3012 | -4.9155 ± 0.5002 | — |
| d-s3-ownfill-bid-pull | 3 | NA ± NA | NA ± NA | B |

Top code: full UTF-8 sources stored as gzip+base64 to meet 64000 bytes; decode `gzip.decompress(base64.b64decode(entry["code"]["data"]))`. Hash the decoded bytes.

```json
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Incumbent hash and check values could not be verified."}],"check_values_ok":false,"python_version":"3.12.3","flag":"h_n<500; incomplete; code/hash missing or invalid; reported failures; check values unavailable or wrong"},{"key":"d-s4-ownfill-both-pull","idea":"Pull the filled side after any own fill, on spread 4 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"}}],"notes":"Sources: rows copy .imd/reads/artifacts/item-<key> at paired.overall/by_spread, tuning.selected/variants, failures and check_values. Ten supplied code hashes verified; s3 bid-pull has no code or runs (reported incumbent-download failure). Checks agree to six decimals; consensus incumbent mean 95.542015, with rounding tolerance 0.00000051; s1's 95.545873473437 is flagged, cause unverified. Ranking uses max target-spread mean_diff/se, not overall ratio. All complete screens report tuning 320000..320199 and holdout 430000..430499; no finalist evidence or promotion. Mask-to-ask is the only positive overall screen but below 2 SE; other completed changes lose edge. Ask-jump improves arbitrage but loses more retail. Own-fill pauses, size cuts and joining do not support promotion. The requester warns of one unsupported source for size-halve; retain its self-reported measurements only, with reduced confidence, and no externally verified mechanism claim. Selected tuning hashes differ from supplied code hashes for ask-jump, size-halve and noquote-withdraw; linkage of tuned to holdout code is unverified. No measurements recomputed or simulations run. Full top code is losslessly encoded because two raw strings exceed 64000 bytes; decode gzip(base64(data)) to UTF-8 and check SHA-256. No missing results fabricated."}
```