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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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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.

117 results · 1 filter active ·
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20172020
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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.
117 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 117 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 117 of 117 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundaboutunlabeled
Whole genome sequences from non-invasively collected samples
Rebecca S. Taylor, Micheline Manseau, Bridget Redquest, Paul J. Wilson
2020· dataset· en· Authorea· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
5
citations
affunlabeled
Endometriosis clinical guidance during the COVID-19 pandemic
Mathew Leonardi, Andrew W. Horne, Mike Armour, Stacey A. Missmer, Horace Roman, Luk Rombauts +4 more
2020· dataset· en· Authorea· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+insufficient_payloadconsensus · none
5
citations
affunlabeled
Effect of scavenging on predation in a food web
Jarad P. Mellard, Sandra Hamel, John Andre Henden, Rolf A. Ims, Filippo Marolla, Audun Stien +2 more
2020· dataset· en· Authorea· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
afffundaboutunlabeled
Making Scientific Content More Accessibled Article
Simon Goring, Kaitlin Stack Whitney, Aerin L. Jacob, Emilio M. Bruna, Timoth e Poisot
2017· dataset· en· Authorea· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
The evolutionary ecology of faking sick
L. N. H. Larter, James B. Barnett, Carl N. Keiser, Holly V. Moeller, Jonathan N. Pruitt
2020· dataset· en· Authorea· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Measuring Regional Trade Integration 
Yash Raj Lamsal
2019· dataset· en· Authorea· Economics, Econometrics and Finance
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
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