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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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Image Retrieval and Classification Techniques
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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
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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.

1,015 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.
1,015 works in the cohort · of 4,299,418page 19 of 21

Labels cover 2 of 1,015 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 1,015 of 1,015 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
MultiPic: Multilingual Picture Database
Jon Andoni Duñabeitia
2022· dataset· en· Figshare· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
A broader < object > content model for art history
Emmanuel Chateau Dutier, Caroline Corbières
2021· preprint· en· HAL (Le Centre pour la Communication Scientifique Directe)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Networking images, approches interdisciplinaires des images en réseau
Barbara Laborde, Marta Boni, Adrienne Boutang, Mérijeau Lucie
2011· other· fr· HAL (Le Centre pour la Communication Scientifique Directe)· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Iso 5488 pdf
2024· other· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Efficient Algorithms for Semantic Scene Parsing
Raquel Urtasun
2013· article· en· SMARTech Repository (Georgia Institute of Technology)· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
MultiPic: Multilingual Picture Database
Jon Andoni Duñabeitia
2022· dataset· en· Figshare· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Image Tagging With Social Assistance
D. Dhayalan, M. Queen Mary Vidya, B. Gowri Priya
2018· article· en· International Journal of Trend in Scientific Research and Development· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Editorial: Journal of Classification Vol. 38-3
Paul D. McNicholas
2021· editorial· en· Journal of Classification· Computer Science
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · research_integrity
0
citations
affunlabeled
Introduction to the best papers of ACM multimedia 2009
Changsheng Xu, Eckehard Steinbach, Abdulmotaleb El Saddik, Michelle X. Zhou
2010· article· en· ACM Transactions on Multimedia Computing Communications and Applications· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Apprentissage d'espaces sémantiques
Grégoire Mesnil
2015· dissertation· fr· Open MIND· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Visualising Pixel Intensity Distributions
James F. Peters
2017· book-chapter· en· Intelligent systems reference library· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · none
0
citations
affunlabeled
Shape Constrained Kernel PDF and PMF Estimation
Pang Du, Christopher F. Parmeter, Jeffrey S. Racine
2022· article· en· Statistica Sinica· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Task-Based Image Annotation and Retrieval
Dympna O’Sullivan, David C. Wilson, Michela Bertolotto, Eoin McLoughlin
2007· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
fundno affunlabeled
NamedCurves: Learned Image Enhancement via Color Naming
David Serrano-Lozano, Luis Herranz, Michael S. Brown, Javier Vázquez-Corral
2024· preprint· en· arXiv (Cornell University)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations

How this was built: Screen · Findings · About