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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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Handbook of Vibrational Spectroscopy
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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.

24 results · 1 filter active ·
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20012001
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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.
24 works in the cohort · of 4,299,418page 1 of 1

Labels cover 1 of 24 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 24 of 24 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.

affunlabeled
Vibrational Spectroscopy of Lipids
Ruthven N.A.H. Lewis, Ronald N. McElhaney
2001· other· en· Handbook of Vibrational Spectroscopy· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
42
citations
affunlabeled
Vibrational Spectroscopy of Food and Food Products
Eunice C.Y. Li‐Chan, Ashraf A. Ismail, Jacqueline Sedman, F.R. van de Voort
2001· other· en· Handbook of Vibrational Spectroscopy· Chemistry
machine prediction:candidate · noneconsensus · none
36
citations
affunlabeled
Near‐Infrared Spectroscopy of Cereals
Phil Williams
2001· other· en· Handbook of Vibrational Spectroscopy· Chemistry
machine prediction:candidate · noneconsensus · none
11
citations
affunlabeled
Miniature Spectrometers
Roman V. Kruzelecky, Asoke K. Ghosh
2001· other· en· Handbook of Vibrational Spectroscopy· Engineering
machine prediction:candidate · noneconsensus · none
9
citations
affunlabeled
Linear Dichroism in Infrared Spectroscopy
Thierry Buffeteau, Michel Pézolet
2001· other· en· Handbook of Vibrational Spectroscopy· Chemistry
machine prediction:candidate · noneconsensus · none
8
citations
affunlabeled
In Vivo Near‐Infrared Spectrometry
Claudia E.W. Gributs, David H. Burns
2001· other· en· Handbook of Vibrational Spectroscopy· Medicine
machine prediction:candidate · noneconsensus · none
4
citations
afffundunlabeled
Infrared Imaging: Principles and Practices
Jacqueline Sedman, Andrew Ghetler, Alexander Enfield, Ashraf A. Ismail
2001· other· en· Handbook of Vibrational Spectroscopy· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Optical Constants
John E. Bertie
2001· other· en· Handbook of Vibrational Spectroscopy· Chemistry
machine prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Infrared Linear Dichroism of Polymers
Thierry Buffeteau, Michel Pézolet
2001· other· en· Handbook of Vibrational Spectroscopy· Chemistry
machine prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Vibrational Spectroscopy of Membranes
Michael Jackson, David J. Moore, Henry H. Mantsch, Richard Mendelsohn
2001· other· en· Handbook of Vibrational Spectroscopy· Chemistry
machine prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Ex Vivo Vibrational Spectroscopy Imaging
Laura McIntosh, Michael Jackson
2001· other· en· Handbook of Vibrational Spectroscopy· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
0
citations

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