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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.

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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Machine Learning and Data Classification
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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.

559 results · 1 filter active ·
Categories
Machine labels · sparse coverage
Evidence
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
559 works in the cohort · of 4,299,418page 2 of 12

Labels cover 1 of 559 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 559 of 559 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Parallel Algorithm Configuration
2012· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
74
citations
affunlabeled
Efficient Inference of Optimal Decision Trees
2020· article· en· Proceedings of the AAAI Conference on Artificial Intelligence· Computer Science
distilled prediction:candidate · noneconsensus · none
53
citations
affunlabeled
Prediction intervals with random forests
2019· article· en· Statistical Methods in Medical Research· Computer Science
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · none
53
citations
affunlabeled
META-DES.Oracle
2017· article· en· arXiv (Cornell University)· Computer Science
distilled prediction:candidate · noneconsensus · none
50
citations
affunlabeled
Automating data science
2022· article· en· Communications of the ACM· Computer Science
distilled prediction:candidate · metaresearch+sts+open_scienceconsensus · open_science
44
citations
affunlabeled
HyperNOMAD
2021· article· en· ACM Transactions on Mathematical Software· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
27
citations
affunlabeled
Strong Optimal Classification Trees
2024· article· en· Operations Research· Computer Science
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
24
citations

How this was built: Screen · Findings · About