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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

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The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Data Mining and Knowledge Discovery
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

49 results · 1 filter active ·
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20032025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
49 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 49 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 49 of 49 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Mining functional dependencies from data
2007· article· en· Data Mining and Knowledge Discovery· Computer Science
distilled prediction:candidate · noneconsensus · none
90
citations
affno abstractunlabeled
Data Clustering with Partial Supervision
2006· article· en· Data Mining and Knowledge Discovery· Computer Science
distilled prediction:candidate · open_scienceconsensus · none
75
citations
affno abstractunlabeled
Mining outlying aspects on numeric data
2015· article· en· Data Mining and Knowledge Discovery· Computer Science
distilled prediction:candidate · noneconsensus · none
70
citations
affno abstractunlabeled
Privacy-preserving boosting
2007· article· en· Data Mining and Knowledge Discovery· Computer Science
distilled prediction:candidate · metaresearch+open_scienceconsensus · open_science
60
citations
affno abstractunlabeled
Publishing anonymous survey rating data
2010· article· en· Data Mining and Knowledge Discovery· Computer Science
distilled prediction:candidate · metaresearch+scholarly_communication+open_scienceconsensus · scholarly_communication+open_science
56
citations
affno abstractunlabeled
Relational peculiarity-oriented mining
2007· article· en· Data Mining and Knowledge Discovery· Computer Science
distilled prediction:candidate · noneconsensus · none
20
citations

How this was built: Screen · Findings · About