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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 1 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.

affunlabeled
Efficient shape matching using shape contexts
2005· article· en· IEEE Transactions on Pattern Analysis and Machine Intelligence· Computer Science
distilled prediction:candidate · noneconsensus · none
458
citations
afffundunlabeled
Texture Classification from Random Features
2011· article· en· IEEE Transactions on Pattern Analysis and Machine Intelligence· Computer Science
distilled prediction:candidate · noneconsensus · none
288
citations
affno abstractunlabeled
A survey of table recognition
2004· article· en· International Journal on Document Analysis and Recognition (IJDAR)· Computer Science
distilled prediction:candidate · noneconsensus · none
282
citations
affunlabeled
Image Retrieval from the World Wide Web
2004· review· en· ACM Computing Surveys· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · none
276
citations
afffundunlabeled
Active co-analysis of a set of shapes
2012· article· en· ACM Transactions on Graphics· Computer Science
distilled prediction:candidate · noneconsensus · none
264
citations
affunlabeled
Seeing things in the clouds
2008· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
209
citations
affunlabeled
Co-Transduction for Shape Retrieval
2011· article· en· IEEE Transactions on Image Processing· Computer Science
distilled prediction:candidate · noneconsensus · none
112
citations
affno abstractunlabeled
Quaternion color texture segmentation
2007· article· en· Computer Vision and Image Understanding· Computer Science
distilled prediction:candidate · noneconsensus · none
90
citations
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