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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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Handbook of Vibrational Spectroscopy
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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.

24 results · 1 filter active ·
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20012001
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Machine labels · sparse coverage
Evidence
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Citations
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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Vibrational Spectroscopy of Lipids
2001· other· en· Handbook of Vibrational Spectroscopy· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
42
citations
affunlabeled
Near‐Infrared Spectroscopy of Cereals
2001· other· en· Handbook of Vibrational Spectroscopy· Chemistry
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
11
citations
affunlabeled
Miniature Spectrometers
2001· other· en· Handbook of Vibrational Spectroscopy· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
9
citations
affunlabeled
Linear Dichroism in Infrared Spectroscopy
2001· other· en· Handbook of Vibrational Spectroscopy· Chemistry
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
8
citations
affunlabeled
In Vivo Near‐Infrared Spectrometry
2001· other· en· Handbook of Vibrational Spectroscopy· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
4
citations
afffundunlabeled
Infrared Imaging: Principles and Practices
2001· other· en· Handbook of Vibrational Spectroscopy· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
affunlabeled
Optical Constants
2001· other· en· Handbook of Vibrational Spectroscopy· Chemistry
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
affunlabeled
Infrared Linear Dichroism of Polymers
2001· other· en· Handbook of Vibrational Spectroscopy· Chemistry
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
affunlabeled
Vibrational Spectroscopy of Membranes
2001· other· en· Handbook of Vibrational Spectroscopy· Chemistry
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
affunlabeled
Beam Deflection Photothermal Spectroscopy
2001· other· en· Handbook of Vibrational Spectroscopy· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
Vibrational Spectroscopy of Polymer Composites
2001· other· en· Handbook of Vibrational Spectroscopy· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
Ex Vivo Vibrational Spectroscopy Imaging
2001· other· en· Handbook of Vibrational Spectroscopy· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations

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