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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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Face and Expression Recognition
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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
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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.

895 results · 1 filter active ·
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20002025
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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.
895 works in the cohort · of 4,299,418page 13 of 18

Labels cover 0 of 895 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 895 of 895 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Distance-based Disagreement Classifiers Combination
Cinthia Obladen de Almendra Freitas‍, J.M. de Carvalho, José J. Oliveira, Simone Bello Kaminski Aires, Robert Sabourin
2007· article· en· IEEE International Conference on Neural Networks/IEEE ... International Conference on Neural Networks· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
2
citations
affno abstractunlabeled
Discriminant Analysis
Ke-Lin Du, M.N.S. Swamy
2019· book-chapter· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affno abstractunlabeled
Supervised Classification Using Feature Space Partitioning
Ventzeslav Valev, Nicola Yanev, Adam Krzyżak, Karima Ben Suliman
2018· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
Database construction & recognition for multi-view face
Won‐Sook Lee, Kyung-Ah Sohn
2004· article· en· IEEE International Conference on Automatic Face and Gesture Recognition· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affno abstractunlabeled
Binary Orthogonal Non-negative Matrix Factorization
Sajad Fathi Hafshejani, Daya Ram Gaur, Shahadat Hossain, Robert Benkoczi
2023· book-chapter· en· Communications in computer and information science· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Multi-scale Deep Nearest Neighbors
Abhijeet Chauhan
2020· dissertation· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
slab
Ehsan Fazl-Ersi, I. Scott MacKenzie, John K. Tsotsos
2008· article· en· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
PBrockmann/PANGAEA_Scraping: 20231110
2023· other· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
Control of Sparseness for Feature Selection
Erinija Pranckevičienė, Richard Baumgartner, Ray Somorjai, Christopher Bowman
2004· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations

How this was built: Screen · Findings · About