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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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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.

affaffiliation
fundfunder
venuejournal
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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.

587 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.
587 works in the cohort · of 4,299,418page 3 of 12

Labels cover 1 of 587 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 587 of 587 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The Decision List Machine
2002· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
22
citations
affunlabeled
Dual search in permutation state spaces
2006· article· en· National Conference on Artificial Intelligence· Computer Science
distilled prediction:candidate · noneconsensus · none
21
citations
affunlabeled
Bootstrapping via Graph Propagation
2012· article· en· Summit (Simon Fraser University)· Computer Science
distilled prediction:candidate · noneconsensus · none
20
citations
affunlabeled
MechanicalHeart
2018· article· en· Proceedings of the ACM on Human-Computer Interaction· Computer Science
distilled prediction:candidate · noneconsensus · none
20
citations
affno abstractunlabeled
Beyond EDSM
2002· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
18
citations
affunlabeled
Multiple-Choice Randomization
2003· article· en· Journal of Statistics Education· Computer Science
distilled prediction:candidate · noneconsensus · none
18
citations
affunlabeled
State Complexity Approximation
2009· article· en· Electronic Proceedings in Theoretical Computer Science· Computer Science
distilled prediction:candidate · noneconsensus · none
17
citations
affno abstractunlabeled
Deep Inverse Optimization
2019· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
17
citations
afffundno abstractunlabeled
Mind change efficient learning
2006· article· en· Information and Computation· Computer Science
distilled prediction:candidate · noneconsensus · none
15
citations
affunlabeled
Preference-based teaching
2017· article· en· Journal of Machine Learning Research· Computer Science
distilled prediction:candidate · sts+scholarly_communication+research_integrityconsensus · none
14
citations
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