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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 Enhancement 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.

473 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.
473 works in the cohort · of 4,299,418page 2 of 10

Labels cover 0 of 473 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 473 of 473 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
From Faces to Outdoor Light Probes
2018· article· en· Computer Graphics Forum· Computer Science
distilled prediction:candidate · noneconsensus · none
51
citations
afffundunlabeled
Vision-Based Surgical Field Defogging
2017· article· en· IEEE Transactions on Medical Imaging· Computer Science
distilled prediction:candidate · noneconsensus · none
50
citations
fundno affunlabeled
Color Homography: Theory and Applications
2017· article· en· IEEE Transactions on Pattern Analysis and Machine Intelligence· Computer Science
distilled prediction:candidate · noneconsensus · none
48
citations
affno abstractunlabeled
Type-2 Fuzzy Image Enhancement
2005· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
47
citations
affunlabeled
Artistic thresholding
2008· article· en· Computer Science
distilled prediction:candidate · noneconsensus · none
46
citations
affunlabeled
Metering for Exposure Stacks
2012· article· en· Computer Graphics Forum· Computer Science
distilled prediction:candidate · noneconsensus · none
32
citations
affno abstractunlabeled
Fundamental Enhancement Techniques
2000· book-chapter· en· Elsevier eBooks· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
24
citations
affunlabeled
Image Matting With Deep Gaussian Process
2022· article· en· IEEE Transactions on Neural Networks and Learning Systems· Computer Science
distilled prediction:candidate · noneconsensus · none
24
citations
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How this was built: Screen · Findings · About