Source

Training class prior / majority: execution and verification instructions

1663d1f04b2bbd6dfcff77fea78129d30b0de191

What this source contributed

Records in this release that cite this source. A record can cite several sources.

1 baseline
1 evaluation
3 results

Results

Values as the source printed them. Compare results only under compatible protocols, datasets and metrics.

Model or configuration	Metric	Value	Dataset	Evaluation
Training class prior / majority (MFASS v2 canonical held-out split)	AUROC	0.5 unitless	MFASS v2 eligible assay cohort	Training class prior / majority on MFASS v2 canonical held-out split
Training class prior / majority (MFASS v2 canonical held-out split)	Average precision	0.037842383469485825 unitless	MFASS v2 eligible assay cohort	Training class prior / majority on MFASS v2 canonical held-out split
Training class prior / majority (MFASS v2 canonical held-out split)	Precision at 100	0.04 unitless	MFASS v2 eligible assay cohort	Training class prior / majority on MFASS v2 canonical held-out split

Models, benchmarks and other records

Baselines (1)

Training class prior / majority (MFASS v2 canonical held-out split) measured comparator

Evaluations (1)

Training class prior / majority on MFASS v2 canonical held-out split

Evidence

Source checking verifies the cited claim or transcription. It does not establish independent reproduction.

Evidence table

Inspect claims, sources and review details

Trace each statement to its source and review. A context-only reference supports the record generally; it does not verify an individual field. Source checking does not reproduce an experiment.

One row per statement and cited source. Multiple citations are not independent evaluations. Shared locators are labelled explicitly.

13 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-11-02-a7f03c9e55a5
Property and statement	Original source and location	Review and provenance
Artifact SHA-256 2115525b87c4a4f44b0c7f3e6ff41aca3aa2b2cd5ffe0590c633e210bb559fe5 Source metadata	Training class prior / majority: execution and verification instructions Original source ↗ No field-specific location recorded Version: 1663d1f04b2bbd6dfcff77fea78129d30b0de191 Retrieved: 2026-09-22T21:18:22Z	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_sha256` Source artifact SHA-256: `2115525b87c4a4f44b0c7f3e6ff41aca3aa2b2cd5ffe0590c633e210bb559fe5` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
Artifact url https://raw.githubusercontent.com/rewire-bio/rewire-benchmarks/1663d1f04b2bbd6dfcff77fea78129d30b0de191/research/mfass-null-2026-09-21/README.md Source metadata	Training class prior / majority: execution and verification instructions Original source ↗ No field-specific location recorded Version: 1663d1f04b2bbd6dfcff77fea78129d30b0de191 Retrieved: 2026-09-22T21:18:22Z	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_url` Source artifact SHA-256: `2115525b87c4a4f44b0c7f3e6ff41aca3aa2b2cd5ffe0590c633e210bb559fe5` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
Retrieved at 2026-09-22T21:18:22Z Source metadata	Training class prior / majority: execution and verification instructions Original source ↗ No field-specific location recorded Version: 1663d1f04b2bbd6dfcff77fea78129d30b0de191 Retrieved: 2026-09-22T21:18:22Z	catalogued No individual claim review recorded Audit details Field: `attributes.retrieved_at` Source artifact SHA-256: `2115525b87c4a4f44b0c7f3e6ff41aca3aa2b2cd5ffe0590c633e210bb559fe5` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
Source type reproduction_instructions Source metadata	Training class prior / majority: execution and verification instructions Original source ↗ No field-specific location recorded Version: 1663d1f04b2bbd6dfcff77fea78129d30b0de191 Retrieved: 2026-09-22T21:18:22Z	catalogued No individual claim review recorded Audit details Field: `attributes.source_type` Source artifact SHA-256: `2115525b87c4a4f44b0c7f3e6ff41aca3aa2b2cd5ffe0590c633e210bb559fe5` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
Url https://github.com/rewire-bio/rewire-benchmarks/blob/1663d1f04b2bbd6dfcff77fea78129d30b0de191/research/mfass-null-2026-09-21/README.md Source metadata	Training class prior / majority: execution and verification instructions Original source ↗ No field-specific location recorded Version: 1663d1f04b2bbd6dfcff77fea78129d30b0de191 Retrieved: 2026-09-22T21:18:22Z	catalogued No individual claim review recorded Audit details Field: `attributes.url` Source artifact SHA-256: `2115525b87c4a4f44b0c7f3e6ff41aca3aa2b2cd5ffe0590c633e210bb559fe5` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
Version 1663d1f04b2bbd6dfcff77fea78129d30b0de191 Source metadata	Training class prior / majority: execution and verification instructions Original source ↗ No field-specific location recorded Version: 1663d1f04b2bbd6dfcff77fea78129d30b0de191 Retrieved: 2026-09-22T21:18:22Z	catalogued No individual claim review recorded Audit details Field: `attributes.version` Source artifact SHA-256: `2115525b87c4a4f44b0c7f3e6ff41aca3aa2b2cd5ffe0590c633e210bb559fe5` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
Description Exact scripts and preparation requirements; source-reviewed instructions, not a claim that portable commands were rerun during this review. Source metadata	Training class prior / majority: execution and verification instructions Original source ↗ No field-specific location recorded Version: 1663d1f04b2bbd6dfcff77fea78129d30b0de191 Retrieved: 2026-09-22T21:18:22Z	catalogued No individual claim review recorded Audit details Field: `description` Source artifact SHA-256: `2115525b87c4a4f44b0c7f3e6ff41aca3aa2b2cd5ffe0590c633e210bb559fe5` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
Facets: areas 1 values dna-genomes Source metadata	Training class prior / majority: execution and verification instructions Original source ↗ No field-specific location recorded Version: 1663d1f04b2bbd6dfcff77fea78129d30b0de191 Retrieved: 2026-09-22T21:18:22Z	catalogued No individual claim review recorded Audit details Field: `facets.areas` Source artifact SHA-256: `2115525b87c4a4f44b0c7f3e6ff41aca3aa2b2cd5ffe0590c633e210bb559fe5` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
Record ID rewire-local-20260921-instructions-mfass-prior Source metadata	Training class prior / majority: execution and verification instructions Original source ↗ No field-specific location recorded Version: 1663d1f04b2bbd6dfcff77fea78129d30b0de191 Retrieved: 2026-09-22T21:18:22Z	catalogued No individual claim review recorded Audit details Field: `id` Source artifact SHA-256: `2115525b87c4a4f44b0c7f3e6ff41aca3aa2b2cd5ffe0590c633e210bb559fe5` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
Record type source Source metadata	Training class prior / majority: execution and verification instructions Original source ↗ No field-specific location recorded Version: 1663d1f04b2bbd6dfcff77fea78129d30b0de191 Retrieved: 2026-09-22T21:18:22Z	catalogued No individual claim review recorded Audit details Field: `kind` Source artifact SHA-256: `2115525b87c4a4f44b0c7f3e6ff41aca3aa2b2cd5ffe0590c633e210bb559fe5` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact

How to read the evidence

Sources and history

Release 2026-11-02-a7f03c9e55a5 · Record review: source checked

Exact scripts and preparation requirements; source-reviewed instructions, not a claim that portable commands were rerun during this review.

Release history

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Technical metadata and extraction receipts

Stable ID: rewire-local-20260921-instructions-mfass-prior

areas: dna-genomes
url: https://github.com/rewire-bio/rewire-benchmarks/blob/1663d1f04b2bbd6dfcff77fea78129d30b0de191/research/mfass-null-2026-09-21/README.md
artifact url: https://raw.githubusercontent.com/rewire-bio/rewire-benchmarks/1663d1f04b2bbd6dfcff77fea78129d30b0de191/research/mfass-null-2026-09-21/README.md
artifact sha256: 2115525b87c4a4f44b0c7f3e6ff41aca3aa2b2cd5ffe0590c633e210bb559fe5
version: 1663d1f04b2bbd6dfcff77fea78129d30b0de191
retrieved at: 2026-09-22T21:18:22Z
source type: reproduction_instructions

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