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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
fundfunder
venuejournal
aboutaboutness

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 7 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.

venueno affno abstractunlabeled
10.1016/b978-0-08-016349-9.50012-4
2000· book-chapter· en· Time to knit· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
afffundunlabeled
What Underlies Focal Colours?
Brian Funt, Emitis Roshan
2023· article· en· Color and Imaging Conference· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
The Best of Monochrome
Dan Meek
2015· article· en· Journal of the Royal Astronomical Society of Canada· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
afffundunlabeled
A new metric for LED display brightness assessment
Saed Moradi, Mark Lamm, Paul Fieguth
2025· article· en· Journal of the Society for Information Display· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
afffundunlabeled
Color management with a hammer: the B-spline fitter
Ian E. Bell, Bonny H. P. Liu
2003· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Do metamers matter?
Martin E. Hahn
2003· article· en· Behavioral and Brain Sciences· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
plot data
2020· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Color
Martin Habekost
2019· other· en· Kirk-Othmer Encyclopedia of Chemical Technology· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/s0246-0343(19)30109-1
2000· article· en· Time to knit· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Refractions Through Metal
Lori Burns, Patrick Armstrong
2025· book-chapter· en· Oxford University Press eBooks· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Gamut Mapping
Rajeev Ramanath, Mark S. Drew
2021· book-chapter· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
White Balance
Rajeev Ramanath, Mark S. Drew
2021· book-chapter· en· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Appendix B: Colour Toolbox
Stephen C. Newman
2012· other· en· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
The Best of Monochrome
Nicole Mortillaro
2015· article· en· Journal of the Royal Astronomical Society of Canada· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Gamut Mapping
Rajeev Ramanath, Mark S. Drew
2014· book-chapter· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Standard Illuminants
Rajeev Ramanath, Mark S. Drew
2020· book-chapter· en· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
White Balance
Rajeev Ramanath, Mark S. Drew
2020· book-chapter· en· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
saskatchewan ohs regulations pdf
2024· other· en· Zenodo (CERN European Organization for Nuclear Research)· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Previews for Montreal Spectral Library
Jonathan Gagné, David Lafrenière, René Doyon, Étienne Artigau, Lison Malo, Kelle Cruz +8 more
2014· dataset· en· Figshare· Physics and Astronomy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Glass Deterioration and the Daguerreotype
John McElhone
2020· article· en· National Gallery of Canada Review· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Collection space distances
L. Brassard
2002· article· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Gamut Mapping
Rajeev Ramanath, Mark S. Drew
2020· book-chapter· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
On Fractal Simulation to Tie-Dye
Qiming Han
2004· article· en· Microcomputer applications· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Sunlight effects and denoising schemes
Xavier Fernando, Hasan Farahneh
2024· book-chapter· en· Physics and Astronomy
machine prediction:candidate · noneconsensus · none
0
citations
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