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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.

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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Spectroscopy Techniques in Biomedical and Chemical Research
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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.

1,088 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.
1,088 works in the cohort · of 4,299,418page 5 of 22

Labels cover 1 of 1,088 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 1,088 of 1,088 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Image Correlation Spectroscopy
Paul W. Wiseman
2012· article· en· Methods in enzymology on CD-ROM/Methods in enzymology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
36
citations
affunlabeled
Enhanced FTIR bench-top imaging of single biological cells
C. Hughes, Alex Henderson, Mustafa Kansiz, Konrad M. Dorling, M. Emilia Jiménez-Hernández, M.D. Brown +2 more
2015· article· en· The Analyst· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
35
citations
affno abstractunlabeled
MicrobioRaman: an open-access web repository for microbiological Raman spectroscopy data
Kang Soo Lee, Zachary Landry, Awais Athar, Uria Alcolombri, Pratchaya Pramoj Na Ayutthaya, David Berry +55 more
2024· letter· en· Nature Microbiology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+open_science+research_integrityconsensus · open_science+research_integrity
34
citations
affno abstractunlabeled
Fluorescence and Raman spectroscopy
Louis–Michel Wong Kee Song, Norman E. Marcon
2003· review· en· Gastrointestinal Endoscopy Clinics of North America· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
32
citations
affno abstractunlabeled
Near-infrared spectroscopy for dermatological applications
Laura McIntosh, Michael Jackson, Henry H. Mantsch, James Mansfield, A. Neil Crowson, John Toole
2002· article· en· Vibrational Spectroscopy· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · insufficient_payloadconsensus · none
32
citations
affno abstractunlabeled
Fluorescence and Raman Spectroscopy
Constantinos P. Anastassiades, Brian C. Wilson, Louis–Michel Wong Kee Song
2009· article· en· Gastrointestinal Endoscopy Clinics of North America· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
30
citations

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