Reported Partial-label accuracy for Geneformer
Printed value of Geneformer · Partial-label accuracy · L1000
0.419
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.
6 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| Claimed field attributes.printed_value Context-only references | Cell2Sentence: Teaching Large Language Models the Language of Biology Table 3, Partial label / Geneformer row, L1000 Acc column Version: preprint archived 2024-10-29 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Source location Table 3, Partial label / Geneformer row, L1000 Acc column Context-only references | Cell2Sentence: Teaching Large Language Models the Language of Biology Table 3, Partial label / Geneformer row, L1000 Acc column Version: preprint archived 2024-10-29 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Claimed value 0.419 Context-only references | Cell2Sentence: Teaching Large Language Models the Language of Biology Table 3, Partial label / Geneformer row, L1000 Acc column Version: preprint archived 2024-10-29 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Description No value recorded Context-only references | Cell2Sentence: Teaching Large Language Models the Language of Biology Table 3, Partial label / Geneformer row, L1000 Acc column Version: preprint archived 2024-10-29 | missing or unspecified No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Relationship: subject lit-028 Context-only references | Cell2Sentence: Teaching Large Language Models the Language of Biology Table 3, Partial label / Geneformer row, L1000 Acc column Version: preprint archived 2024-10-29 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Name Reported Partial-label accuracy for Geneformer Context-only references | Cell2Sentence: Teaching Large Language Models the Language of Biology Table 3, Partial label / Geneformer row, L1000 Acc column Version: preprint archived 2024-10-29 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
Sources and history
Release 2026-11-02-a7f03c9e55a5 · Record review: source checked
1 source record and release history
- Cell2Sentence: Teaching Large Language Models the Language of Biology · Original source · preprint archived 2024-10-29
Technical metadata and extraction receipts
Stable ID: claim-lit-028
- areas
- cells-tissues
- tasks
- Combinatorial cell-label classification
- field
- attributes.printed_value
- value
- 0.419
- source locator
- Table 3, Partial label / Geneformer row, L1000 Acc column
- review
- method: ai-assisted-source-review; reviewer: codex; reviewed at: 2026-09-16T10:41:16.535220+00:00; method note: independent; table-level review; reviewer note: role: omics research agent; independent source-table review; not human review; note: Read inline small-caps/bold XML in document order, restoring Geneformer and GPT-2 Large labels. Selected Partial label (first block), L1000 > Acc, not AUROC or Full label. This verifies the central score at its source location, not every metadata field or an experimental reproduction.