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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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Color Science and Applications
Retraction
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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.

408 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
408 works in the cohort · of 4,299,418page 2 of 9

Labels cover 1 of 408 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 408 of 408 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Multispectral processing without spectra
2003· article· en· Journal of the Optical Society of America A· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
24
citations
affunlabeled
Exemplar-Based Colour Constancy
2012· article· en· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
22
citations
fundno affunlabeled
Color constancy using achromatic surface
2010· article· en· Color Research & Application· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
18
citations
affunlabeled
Nondiagonal color correction
2004· article· en· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
18
citations
afffundunlabeled
Color From Black And White
2005· article· en· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
15
citations
affunlabeled
Texture‐based Dither Matrices
2000· article· en· Computer Graphics Forum· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · none
13
citations
afffundunlabeled
A spectral theory of color perception
2009· article· en· Journal of the Optical Society of America A· Physics and Astronomy
distilled prediction:candidate · noneconsensus · none
11
citations
affno abstractunlabeled
Colorimetry, Methods
2016· book-chapter· en· Elsevier eBooks· Physics and Astronomy
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
11
citations
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How this was built: Screen · Findings · About