rewire.itbenchmarks
Evidence claim

Reported F1 for Geneformer

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

Claims, original sources and review scope · Release 2026-09-29-06401fd5b220
Property and statementOriginal source and locationReview and provenance
attributes.field
attributes.printed_value
Context-only references
scELMo: Embeddings from Language Models are Good Learners for Single-cell Data Analysis

Original source ↗

Table 1, hPancreas zero-shot / Geneformer (z) row, F1 column

Version: preprint archived 2025-08-23
Retrieved: 2026-09-16T10:41:16.537541+00:00

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.field

Source artifact SHA-256: ef75f0d63a567f5e9d7132fd847f44838a82a9741ae55323437e1d1812d86316

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.source_locator
Table 1, hPancreas zero-shot / Geneformer (z) row, F1 column
Context-only references
scELMo: Embeddings from Language Models are Good Learners for Single-cell Data Analysis

Original source ↗

Table 1, hPancreas zero-shot / Geneformer (z) row, F1 column

Version: preprint archived 2025-08-23
Retrieved: 2026-09-16T10:41:16.537541+00:00

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.source_locator

Source artifact SHA-256: ef75f0d63a567f5e9d7132fd847f44838a82a9741ae55323437e1d1812d86316

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.value
0.270
Context-only references
scELMo: Embeddings from Language Models are Good Learners for Single-cell Data Analysis

Original source ↗

Table 1, hPancreas zero-shot / Geneformer (z) row, F1 column

Version: preprint archived 2025-08-23
Retrieved: 2026-09-16T10:41:16.537541+00:00

not individually reviewed

No individual claim review recorded

Audit details

Field: attributes.value

Source artifact SHA-256: ef75f0d63a567f5e9d7132fd847f44838a82a9741ae55323437e1d1812d86316

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

description
No value recorded
Context-only references
scELMo: Embeddings from Language Models are Good Learners for Single-cell Data Analysis

Original source ↗

Table 1, hPancreas zero-shot / Geneformer (z) row, F1 column

Version: preprint archived 2025-08-23
Retrieved: 2026-09-16T10:41:16.537541+00:00

missing or unspecified

No individual claim review recorded

Audit details

Field: description

Source artifact SHA-256: ef75f0d63a567f5e9d7132fd847f44838a82a9741ae55323437e1d1812d86316

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Relationship: subject
lit-030
Context-only references
scELMo: Embeddings from Language Models are Good Learners for Single-cell Data Analysis

Original source ↗

Table 1, hPancreas zero-shot / Geneformer (z) row, F1 column

Version: preprint archived 2025-08-23
Retrieved: 2026-09-16T10:41:16.537541+00:00

not individually reviewed

No individual claim review recorded

Audit details

Field: links:subject:lit-030

Source artifact SHA-256: ef75f0d63a567f5e9d7132fd847f44838a82a9741ae55323437e1d1812d86316

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

name
Reported F1 for Geneformer
Context-only references
scELMo: Embeddings from Language Models are Good Learners for Single-cell Data Analysis

Original source ↗

Table 1, hPancreas zero-shot / Geneformer (z) row, F1 column

Version: preprint archived 2025-08-23
Retrieved: 2026-09-16T10:41:16.537541+00:00

not individually reviewed

No individual claim review recorded

Audit details

Field: name

Source artifact SHA-256: ef75f0d63a567f5e9d7132fd847f44838a82a9741ae55323437e1d1812d86316

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Sources and history

View linked audit checks and correction history

Release 2026-09-29-06401fd5b220 · Record review: source checked

1 source records and release historyDownload this release
Technical metadata and extraction receipts

Stable ID: claim-lit-030

areas
cells-tissues
tasks
Cell-type annotation
field
attributes.printed_value
value
0.270
source locator
Table 1, hPancreas zero-shot / Geneformer (z) row, F1 column
review
method: independent_ai_table_review; reviewer: Codex omics research agent; independent source-table review, not human review; reviewed at: 2026-09-16T10:41:16.539630+00:00; notes: Selected first hPancreas zero-shot block and F1 last column. Caption says some scores are copied from GenePT; this is source checking of the reported table, not independent experimental evidence. This verifies the central score at its source location, not every metadata field or an experimental reproduction.
Related records

Suggest a correction