scGPT + residual geometry: uses model scGPT
scGPT representations are combined with residual-geometry features and fitted downstream estimators; preserve composite pipeline identity.
Evidence
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6 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.field links:uses_model:catalog-model-scgpt Context-only references | Residual-stream geometry of single-cell foundation models carries incremental gene-regulatory signal across tissues Methods residual stream feature extraction and nested classifier procedure; Tables 6, 9 and 10 Version: version of record | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.source_locator Methods residual stream feature extraction and nested classifier procedure; Tables 6, 9 and 10 Context-only references | Residual-stream geometry of single-cell foundation models carries incremental gene-regulatory signal across tissues Methods residual stream feature extraction and nested classifier procedure; Tables 6, 9 and 10 Version: version of record | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.target_id catalog-model-scgpt Context-only references | Residual-stream geometry of single-cell foundation models carries incremental gene-regulatory signal across tissues Methods residual stream feature extraction and nested classifier procedure; Tables 6, 9 and 10 Version: version of record | 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 scGPT representations are combined with residual-geometry features and fitted downstream estimators; preserve composite pipeline identity. Context-only references | Residual-stream geometry of single-cell foundation models carries incremental gene-regulatory signal across tissues Methods residual stream feature extraction and nested classifier procedure; Tables 6, 9 and 10 Version: version of record | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Relationship: subject reported-model-d6a7fa854437e8 Context-only references | Residual-stream geometry of single-cell foundation models carries incremental gene-regulatory signal across tissues Methods residual stream feature extraction and nested classifier procedure; Tables 6, 9 and 10 Version: version of record | 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 scGPT + residual geometry: uses model scGPT Context-only references | Residual-stream geometry of single-cell foundation models carries incremental gene-regulatory signal across tissues Methods residual stream feature extraction and nested classifier procedure; Tables 6, 9 and 10 Version: version of record | 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
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Release 2026-09-29-06401fd5b220 · Record review: source checked
1 source records and release history
- Residual-stream geometry of single-cell foundation models carries incremental gene-regulatory signal across tissues · Original source · version of record
Technical metadata and extraction receipts
Stable ID: model-evaluation-identity-06fdbf5c362847bc99e2
- areas
- cells-tissues
- field
- links:uses_model:catalog-model-scgpt
- target id
- catalog-model-scgpt
- source locator
- Methods residual stream feature extraction and nested classifier procedure; Tables 6, 9 and 10
- review
- method: automated_source_review; date: 2026-09-23; note: Source review establishes this relationship only. Exact evaluated configurations and original numerical review status remain unchanged. scGPT representations are combined with residual-geometry features and fitted downstream estimators; preserve composite pipeline identity.
Related records
- subject: scGPT + residual geometry