| attributes.comparison.metric_implementation Macro F1 score Context-only references | openproblems-label primary benchmark evidence Original source ↗ results, dataset(zebrafish_labs), method(majority_vote), paramset(none), metric(f1_macro) Version: v1.0.0 Retrieved: 2026-09-16T21:16:30.026457+00:00 | not individually reviewed No individual claim review recorded author reported Audit detailsField: attributes.comparison.metric_implementation Source artifact SHA-256: e223ab712ff55997a3abe659f280d4ea2952700e767b87e02c434701da9833c1 Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact |
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| attributes.comparison.protocol_id open-problems-task-zebrafish-labs-f1-macro Context-only references | openproblems-label primary benchmark evidence Original source ↗ results, dataset(zebrafish_labs), method(majority_vote), paramset(none), metric(f1_macro) Version: v1.0.0 Retrieved: 2026-09-16T21:16:30.026457+00:00 | not individually reviewed No individual claim review recorded author reported Audit detailsField: attributes.comparison.protocol_id Source artifact SHA-256: e223ab712ff55997a3abe659f280d4ea2952700e767b87e02c434701da9833c1 Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact |
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| attributes.origin author_reported Context-only references | openproblems-label primary benchmark evidence Original source ↗ results, dataset(zebrafish_labs), method(majority_vote), paramset(none), metric(f1_macro) Version: v1.0.0 Retrieved: 2026-09-16T21:16:30.026457+00:00 | not individually reviewed No individual claim review recorded author reported Audit detailsField: attributes.origin Source artifact SHA-256: e223ab712ff55997a3abe659f280d4ea2952700e767b87e02c434701da9833c1 Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact |
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| attributes.protocol 90k cells from zebrafish embryos throughout the first day of development, with and without a knockout of chordin, an important developmental gene. Split into train/test by laboratory. Dimensions: 26022 cells, 25258 genes. 24 cell types (avg. 1084±1156 cells per cell type). Context-only references | openproblems-label primary benchmark evidence Original source ↗ results, dataset(zebrafish_labs), method(majority_vote), paramset(none), metric(f1_macro) Version: v1.0.0 Retrieved: 2026-09-16T21:16:30.026457+00:00 | not individually reviewed No individual claim review recorded author reported Audit detailsField: attributes.protocol Source artifact SHA-256: e223ab712ff55997a3abe659f280d4ea2952700e767b87e02c434701da9833c1 Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact |
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| attributes.source_locator results, dataset(zebrafish_labs), method(majority_vote), paramset(none), metric(f1_macro) Context-only references | openproblems-label primary benchmark evidence Original source ↗ results, dataset(zebrafish_labs), method(majority_vote), paramset(none), metric(f1_macro) Version: v1.0.0 Retrieved: 2026-09-16T21:16:30.026457+00:00 | not individually reviewed No individual claim review recorded author reported Audit detailsField: attributes.source_locator Source artifact SHA-256: e223ab712ff55997a3abe659f280d4ea2952700e767b87e02c434701da9833c1 Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact |
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| description Open Problems label projection evaluation of Majority Vote on Label projection on Zebrafish (by laboratory), Macro F1 score, scored with Macro F1 score. Context-only references | openproblems-label primary benchmark evidence Original source ↗ results, dataset(zebrafish_labs), method(majority_vote), paramset(none), metric(f1_macro) Version: v1.0.0 Retrieved: 2026-09-16T21:16:30.026457+00:00 | not individually reviewed No individual claim review recorded author reported Audit detailsField: description Source artifact SHA-256: e223ab712ff55997a3abe659f280d4ea2952700e767b87e02c434701da9833c1 Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact |
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| Relationship: benchmark open-problems-task-zebrafish-labs-f1-macro Context-only references | openproblems-label primary benchmark evidence Original source ↗ results, dataset(zebrafish_labs), method(majority_vote), paramset(none), metric(f1_macro) Version: v1.0.0 Retrieved: 2026-09-16T21:16:30.026457+00:00 | not individually reviewed No individual claim review recorded author reported Audit detailsField: links:benchmark:open-problems-task-zebrafish-labs-f1-macro Source artifact SHA-256: e223ab712ff55997a3abe659f280d4ea2952700e767b87e02c434701da9833c1 Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact |
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| Relationship: dataset open-problems-dataset-zebrafish-by-laboratory Context-only references | openproblems-label primary benchmark evidence Original source ↗ results, dataset(zebrafish_labs), method(majority_vote), paramset(none), metric(f1_macro) Version: v1.0.0 Retrieved: 2026-09-16T21:16:30.026457+00:00 | not individually reviewed No individual claim review recorded author reported Audit detailsField: links:dataset:open-problems-dataset-zebrafish-by-laboratory Source artifact SHA-256: e223ab712ff55997a3abe659f280d4ea2952700e767b87e02c434701da9833c1 Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact |
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| Relationship: model open-problems-method-majority-vote Context-only references | openproblems-label primary benchmark evidence Original source ↗ results, dataset(zebrafish_labs), method(majority_vote), paramset(none), metric(f1_macro) Version: v1.0.0 Retrieved: 2026-09-16T21:16:30.026457+00:00 | not individually reviewed No individual claim review recorded author reported Audit detailsField: links:model:open-problems-method-majority-vote Source artifact SHA-256: e223ab712ff55997a3abe659f280d4ea2952700e767b87e02c434701da9833c1 Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact |
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| name Majority Vote on Open Problems label projection ZEBRAFISH-LABS-F1-MACRO: Label projection on Zebrafish (by laboratory), Macro F1 score Context-only references | openproblems-label primary benchmark evidence Original source ↗ results, dataset(zebrafish_labs), method(majority_vote), paramset(none), metric(f1_macro) Version: v1.0.0 Retrieved: 2026-09-16T21:16:30.026457+00:00 | not individually reviewed No individual claim review recorded author reported Audit detailsField: name Source artifact SHA-256: e223ab712ff55997a3abe659f280d4ea2952700e767b87e02c434701da9833c1 Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact |
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