Unintegrated expression reference
Candidate reference for task-specific evaluation; no score is implied.
Evaluation results
0 evaluations · 0 results. Different protocols are not a single leaderboard.
Applied filters: All linked evaluations
No evaluations linked in this release.
Source checking is not independent reproduction. Release 2026-09-29-06401fd5b220.
Applicable tests and references
Applicability is distinct from a completed evaluation.
- scIB · Proposed association
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.
7 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.applicability proposed Context-only references | theislab/scib official source No field-specific location recorded Version: cd67913396b4c0430710b3d90f1d1841f5fa4468 | 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.baseline_type null-control Context-only references | theislab/scib official source No field-specific location recorded Version: cd67913396b4c0430710b3d90f1d1841f5fa4468 | 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.requirements Same cells, preprocessing and metrics as integrated embeddings. Context-only references | theislab/scib official source No field-specific location recorded Version: cd67913396b4c0430710b3d90f1d1841f5fa4468 | 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.scope_note Source documents method or task context; proposed applicability requires protocol review. Context-only references | theislab/scib official source No field-specific location recorded Version: cd67913396b4c0430710b3d90f1d1841f5fa4468 | 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 Candidate reference for task-specific evaluation; no score is implied. Context-only references | theislab/scib official source No field-specific location recorded Version: cd67913396b4c0430710b3d90f1d1841f5fa4468 | 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: applicable to discovery-benchmark-scib Context-only references | theislab/scib official source No field-specific location recorded Version: cd67913396b4c0430710b3d90f1d1841f5fa4468 | 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 Unintegrated expression reference Context-only references | theislab/scib official source No field-specific location recorded Version: cd67913396b4c0430710b3d90f1d1841f5fa4468 | 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: discovered
1 source records and release history
- theislab/scib official source · Original source · cd67913396b4c0430710b3d90f1d1841f5fa4468
Technical metadata and extraction receipts
Stable ID: discovery-baseline-unintegrated-expression-reference
- areas
- single-cell
- applicability
- proposed
- baseline type
- null-control
- missing metadata
- implementation version: unextracted; protocol applicability: unextracted
- requirements
- Same cells, preprocessing and metrics as integrated embeddings.
- scope note
- Source documents method or task context; proposed applicability requires protocol review.
- entity classification
- review date: 2026-09-17; rationale: This record defines a proposed comparison/reference role. Its null-control value remains a baseline-type facet; the underlying method/model/library is represented by a linked entity where verified. A baseline role is not itself a measured result or a new scientific architecture.; source ids: src-discovery-theislab-scib; source locator: Pinned README: package purpose; Metrics; Integration Tools; ambiguities: Applicability is proposed. This classification does not certify that the baseline was run, was matched to every linked protocol, or constitutes an experimental ceiling.
Related records
- applicable to: scIB