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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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Forensic Fingerprint Detection Methods
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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.

129 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
Language
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
129 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 129 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 129 of 129 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.

affno abstractunlabeled
Chemical fingerprinting of gasoline
P. Mark L. Sandercock, E. Du Pasquier
2004· article· en· Forensic Science International· Social Sciences
machine prediction:candidate · noneconsensus · none
84
citations
venueno affunlabeled
Synthetic studies of novel ninhydrin analogs
Richard R. Hark, Diane B. Hauze, Olga Petrovskaia, Madeleine M. Joullié
2001· article· en· Canadian Journal of Chemistry· Social Sciences
machine prediction:candidate · noneconsensus · none
26
citations
affno abstractunlabeled
Spectroscopic study of 1,2-indandione
D. Adrian Wilkinson
2000· article· en· Forensic Science International· Social Sciences
machine prediction:candidate · noneconsensus · none
21
citations
affno abstractunlabeled
Photochemical effects on oil spill fingerprinting
J. Albaigés, Josep M. Bayona, Jagoš R. Radović
2016· book-chapter· en· Elsevier eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
15
citations
aboutno affunlabeled
Unconfirmed accelerants
Marika Linnéa Henneberg, Neil Richard Morling
2017· article· en· The International Journal of Evidence & Proof· Social Sciences
machine prediction:candidate · noneconsensus · none
9
citations
affvenueunlabeled
Fibre Evidence from Fingernail Clippings
S.J. Dignan, Karen Murphy
2002· article· en· Canadian Society of Forensic Science Journal· Social Sciences
machine prediction:candidate · noneconsensus · none
8
citations
venueaboutno affunlabeled
Survey of Canadian Gasoline (Winter 2010)
P. Mark L. Sandercock
2012· article· en· Canadian Society of Forensic Science Journal· Social Sciences
machine prediction:candidate · noneconsensus · none
7
citations
affvenueunlabeled
Lifting Fingerprints from Skin Using Silicone
Malgorzata Baran
2009· article· en· Canadian Society of Forensic Science Journal· Social Sciences
machine prediction:candidate · noneconsensus · none
6
citations
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