0.999164109121032 cLISI
harmony_embed · cLISI · pancreas
- Tested configuration
- harmony_embed · full_feature, scaled
- Protocol
- scIB official RNA metrics export · pancreas
- Dataset subset
- pancreas
- Procedure
- scIB official RNA metrics export
- Evaluation
- harmony_embed · scIB official RNA metrics export · pancreas
- Evidence
- Author-reported evaluation · source checkedscIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 195, column 13 (cLISI)
A source-checked result verifies the numerical transcription, not every model or protocol detail. Evaluation metadata: discovered. Source checked does not mean independently reproduced.
Evaluation results
Release 2026-09-19-eb6149e5d766 · 1 evaluation · 1 metric row. Different protocols are not a single leaderboard. Charts retain each source table’s protocol and dataset.
| Metric and finding | Coverage and uncertainty | Evidence |
|---|---|---|
| harmony_embed · scIB official RNA metrics export · pancreas Configuration: harmony_embed · full_feature, scaledProtocol: scIB official RNA metrics export · pancreasDataset subset: pancreas scIB official RNA metrics export Author-reported evaluation · Evaluation metadata: discovered | ||
| 0.999164109121032 cLISI Unit: score · Direction: higher Aggregation: unreported | Uncertainty: status: unreported Scored: Not reported · Eligible: Not reported | source checkedscIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · data/metrics.csv row 195, column 13 (cLISI) Source checking is not independent reproduction. |
Methods and reproduction
scIB official RNA metrics export; pancreas. Source checked, not independently reproduced.
- configuration
- harmony_embed · full_feature, scaled
- protocol
- scIB official RNA metrics export · pancreas
- dataset subset
- pancreas
- Split
- pancreas
- Adaptation
- unreported
- Scoring implementation
- Not reported
No execution recipe has been verified for this exact configuration and evaluation. A benchmark's general instructions may use different inputs, splits or model settings.
Reproducing this published result requires matching its model configuration, data, split and scorer. Source checking or a successful smoke test does not establish score 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.
1 evidence row matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| Reported result 0.999164109121032 Individual claims | scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f data/metrics.csv row 195, column 13 (cLISI) Version: 3afbffd3674726e5146797be21cf6bd7470a2c5f | source checked independent automated cell check and ai scope review · 2026-09-19 author reported Audit detailsTranscription checked independently. No human review or scientific reproduction claimed. Field: Source artifact SHA-256: Hash scope: Exact downloaded bytes, before optional gzip storage Extraction artifact SHA-256: |
Sources and history
View linked audit checks and correction history
Release 2026-09-19-eb6149e5d766 · Record review: source checked
1 source records and release history
- scIB: 3afbffd3674726e5146797be21cf6bd7470a2c5f · Original source · 3afbffd3674726e5146797be21cf6bd7470a2c5f
Technical metadata and extraction receipts
Stable ID: acquired-result-aa64a39ce075d3aea940
- metric
- cLISI
- metric direction
- higher
- unit
- score
- printed value
- 0.999164109121032
- numeric value
- 0.999164109121032
- uncertainty
- status: unreported
- aggregation
- unreported
- scoring conditions
- batches: 9; cells: 16382; configuration: harmony_embed; features: full_feature; labels: 14; notes: Published metric-score export; intended higher direction verified from pinned official consuming code. No additional min-max normalization or overall ranking. Dataset metadata reports total cells; per-result scoring coverage is unreported.; scaling: scaled
- source locator
- data/metrics.csv row 195, column 13 (cLISI)
- acquisition candidate id
- candidate-6e3c9311120b252b931f
- missing metadata
- denominator: unreported
- review
- method: independent_automated_cell_check_and_ai_scope_review; date: 2026-09-19; artifact sha256: d130cca3688cfe192e2a6df8fa52a0b345d099e259f79014ccf6b90442e626b6; receipt: data/omics/acquisition/2026-09-19/cells-networks/; notes: Transcription checked independently. No human review or scientific reproduction claimed.