Constant training-class prior scored on all 8,324 canonical MFASS v2 held-out variants. Tied top-100 predictions are one fixed label-independent ordering, not ranking ability.
These checks assess whether the evidence supports a reproducible investigation. A source-checked score alone does not meet these requirements.
Release 2026-09-29-06401fd5b220 · Evidence verified: Not verified
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1 evaluation · 3 results. Different protocols are not a single leaderboard.
Applied filters: All linked evaluations
| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Configuration: Training class prior / majority (MFASS v2 canonical held-out split) | Protocol: MFASS v2 Dataset: MFASS v2 eligible assay cohort | 0.5 auroc dimensionless · higher Uncertainty: Not reported Coverage: 8324/8324 | Rewire evaluation · Source checkedMethods, coverage and sourceTraining class prior / majority on MFASS v2 canonical held-out split MFASS v2 canonical held-out split Aggregation: Not reported Training class prior / majority: report; Training class prior / majority: audit · metrics.auroc |
| Configuration: Training class prior / majority (MFASS v2 canonical held-out split) | Protocol: MFASS v2 Dataset: MFASS v2 eligible assay cohort | 0.0378 average_precision_sklearn dimensionless · higher Uncertainty: Not reported Coverage: 8324/8324 | Rewire evaluation · Source checkedMethods, coverage and sourceTraining class prior / majority on MFASS v2 canonical held-out split MFASS v2 canonical held-out split Aggregation: Not reported Training class prior / majority: report; Training class prior / majority: audit · metrics.average_precision_sklearn |
| Configuration: Training class prior / majority (MFASS v2 canonical held-out split) | Protocol: MFASS v2 Dataset: MFASS v2 eligible assay cohort | 0.04 precision_at_capacity dimensionless · higher Uncertainty: Not reported Coverage: 8324/8324 | Rewire evaluation · Source checkedMethods, coverage and sourceTraining class prior / majority on MFASS v2 canonical held-out split MFASS v2 canonical held-out split Aggregation: Not reported Training class prior / majority: report; Training class prior / majority: audit · metrics.precision_at_capacity |
Source checking is not independent reproduction. Release 2026-09-29-06401fd5b220.
MFASS v2 canonical held-out split
Metadata review: source checked. Unreported conditions prevent automatic comparisons.
No execution recipe has been verified for this exact configuration and evaluation. A benchmark's general instructions may use different inputs, splits or model settings.
Reproducing this published result requires matching its model configuration, data, split and scorer. Source checking or a successful smoke test does not establish score reproduction.
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One row per statement and cited source. Multiple citations are not independent evaluations. Shared locators are labelled explicitly.
216 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.comparison.adaptation training class prior; no sequence fitting Context-only references | Training class prior / majority: audit metrics; coverage; protocol_results Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 1663d1f04b2bbd6dfcff77fea78129d30b0de191 | not individually reviewed No individual claim review recorded rewire run Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.adaptation training class prior; no sequence fitting Context-only references | Training class prior / majority: execution and verification instructions metrics; coverage; protocol_results Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 1663d1f04b2bbd6dfcff77fea78129d30b0de191 | not individually reviewed No individual claim review recorded rewire run Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.adaptation training class prior; no sequence fitting Context-only references | Training class prior / majority: report metrics; coverage; protocol_results Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 1663d1f04b2bbd6dfcff77fea78129d30b0de191 | not individually reviewed No individual claim review recorded rewire run Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.aggregation all held-out test rows of the selected target Context-only references | Training class prior / majority: audit metrics; coverage; protocol_results Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 1663d1f04b2bbd6dfcff77fea78129d30b0de191 | not individually reviewed No individual claim review recorded rewire run Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.aggregation all held-out test rows of the selected target Context-only references | Training class prior / majority: execution and verification instructions metrics; coverage; protocol_results Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 1663d1f04b2bbd6dfcff77fea78129d30b0de191 | not individually reviewed No individual claim review recorded rewire run Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.aggregation all held-out test rows of the selected target Context-only references | Training class prior / majority: report metrics; coverage; protocol_results Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 1663d1f04b2bbd6dfcff77fea78129d30b0de191 | not individually reviewed No individual claim review recorded rewire run Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.budget one local CPU evaluation; no held-out hyperparameter selection Context-only references | Training class prior / majority: audit metrics; coverage; protocol_results Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 1663d1f04b2bbd6dfcff77fea78129d30b0de191 | not individually reviewed No individual claim review recorded rewire run Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.budget one local CPU evaluation; no held-out hyperparameter selection Context-only references | Training class prior / majority: execution and verification instructions metrics; coverage; protocol_results Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 1663d1f04b2bbd6dfcff77fea78129d30b0de191 | not individually reviewed No individual claim review recorded rewire run Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.budget one local CPU evaluation; no held-out hyperparameter selection Context-only references | Training class prior / majority: report metrics; coverage; protocol_results Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 1663d1f04b2bbd6dfcff77fea78129d30b0de191 | not individually reviewed No individual claim review recorded rewire run Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.comparison.dataset_version rewire-mfass-v2-dataset Context-only references | Training class prior / majority: audit metrics; coverage; protocol_results Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 1663d1f04b2bbd6dfcff77fea78129d30b0de191 | not individually reviewed No individual claim review recorded rewire run Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
View linked audit checks and correction history
Release 2026-09-29-06401fd5b220 · Record review: source checked
Stable ID: rewire-local-20260921-evaluation-mfass-prior