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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.

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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. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

afffundunlabeled
Spectral appearance changes induced by light exposure
Bradley W. Kimmel, Gladimir V. G. Baranoski, T. F. Chen, Daniel Yim, Erik Miranda
2013· article· en· ACM Transactions on Graphics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
27
citations
affno abstractunlabeled
A Taxonomy of Color Constancy and Invariance Algorithm
Dohyoung Lee, Konstantinos N. Plataniotis
2013· book-chapter· en· Lecture notes in computational vision and biomechanics· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
24
citations
afffundunlabeled
Multispectral processing without spectra
Mark S. Drew, Graham D. Finlayson
2003· article· en· Journal of the Optical Society of America A· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
24
citations
afffundunlabeled
Sensor Transforms for Invariant Image Enhancement
Mark S. Drew, Chao Chen, Steven D. Hordley, Graham D. Finlayson
2002· article· en· Color and Imaging Conference· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
23
citations
affunlabeled
Exemplar-Based Colour Constancy
Hamid Reza Vaezi Joze, Mark S. Drew
2012· article· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
22
citations
afffundno abstractunlabeled
A Characterization of Model Multi-colour Sets
Jeong-Yup Lee, Robert V. Moody
2006· article· en· Annales Henri Poincaré· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
21
citations
fundno affunlabeled
Color constancy using achromatic surface
Bing Li, De Xu, Weihua Xiong, Songhe Feng
2010· article· en· Color Research & Application· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
18
citations
affunlabeled
Nondiagonal color correction
Brian Funt, Hao Jiang
2004· article· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
18
citations
afffundunlabeled
Color From Black And White
Brian Funt, Jian Wei Ho
2005· article· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
15
citations
affunlabeled
Texture‐based Dither Matrices
Oleg Veryovka, John W. Buchanan
2000· article· en· Computer Graphics Forum· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
13
citations
afffundunlabeled
A spectral theory of color perception
James J. Clark, Sandra Skaff
2009· article· en· Journal of the Optical Society of America A· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
11
citations
affno abstractunlabeled
Colorimetry, Methods
Arthur D. Broadbent
2016· book-chapter· en· Elsevier eBooks· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
11
citations
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