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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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Spectroscopy and Chemometric Analyses
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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.

1,277 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.
1,277 works in the cohort · of 4,299,418page 11 of 26

Labels cover 1 of 1,277 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 1,277 of 1,277 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affno abstractunlabeled
10.1016/b978-0-12-380221-7.50009-3
Peter Jansson
2000· book-chapter· en· Time to knit· Chemistry
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
12
citations
venueno affunlabeled
Multi‐objective <scp>Deng's</scp> grey incidence analysis, orthogonal optimization, and artificial neural network modelling in hot‐maceration‐assisted extraction of <scp>African</scp> cucumber leaves ( <scp> <i>Momordica balsamina</i> </scp> )
Olusegun Abayomi Olalere, Chee‐Yuen Gan, Paul A. Adedeji, Modupeola Elizabeth Olalere, Nawzat Al-Jbour
2021· article· en· The Canadian Journal of Chemical Engineering· Chemistry
distilled prediction:candidate · metaepi_narrowconsensus · none
11
citations
affunlabeled
Near‐Infrared Spectroscopy of Cereals
Phil Williams
2001· other· en· Handbook of Vibrational Spectroscopy· Chemistry
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
11
citations
venueno affunlabeled
Papaya Fruit Maturity Estimation Using Wavelet and ConvNET
Ashoka Kumar Ratha, Nalini Kanta Barpanda, Prabira Kumar Sethy, Santi Kumari Behera
2023· article· en· Ingénierie des systèmes d information· Chemistry
distilled prediction:candidate · noneconsensus · none
11
citations
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