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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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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.

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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 20 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.

affno abstractunlabeled
Editorial: Journal of Classification Vol. 39-2
Paul D. McNicholas
2022· editorial· en· Journal of Classification· Computer Science
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
0
citations
affno abstractunlabeled
Concluding Remarks
Éric Dubois
2010· book-chapter· en· Synthesis lectures on image, video, and multimedia processing· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Visual Data Mining
2014· book-chapter· en· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Shapes and Shape Set Patterns
James F. Peters
2014· book-chapter· en· Intelligent systems reference library· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affno abstractunlabeled
Semantic Image Retrieval
2009· book-chapter· en· Encyclopedia of Database Systems· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Genetic Algorithm for Silhouette Matching
Yuanzhen Li, Ponnuthurai Nagaratnam Suganthan, Xinxin Qi, Yuejun Wang
2006· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Session details: Image retrieval I
Nicolas D. Georganas, Radu Popescu-Zeletin
2001· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Mental imagery data from words
Amedeo D’Angiulli, Etienne Lefebvre
2019· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+insufficient_payloadconsensus · open_science+insufficient_payload
0
citations
affunlabeled
Color-based image retrieval using binary signatures
Mário A. Nascimento, Vishal Chitkara
2002· article· en· Proceedings of the 2002 ACM symposium on Applied computing - SAC '02· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
A Bayesian Image Retrieval Framework
Rui Zhang, Ling Guan
2012· book-chapter· en· IGI Global eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Preface
2022· article· en· Journal of Physics Conference Series· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Weighted pseudo-metric for a fast CBIR method
Riadh Ksantini, Djemel Ziou, Bernard Colin, François Dubeau
2006· article· en· International Conference on Computer Vision and Graphics· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Graphics and Image Data Representations
Ze-Nian Li, Mark S. Drew, Jiangchuan Liu
2021· book-chapter· en· Texts in computer science· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
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How this was built: Screen · Findings · About