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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.

827 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.
827 works in the cohort · of 4,299,418page 12 of 17

Labels cover 14 of 827 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 827 of 827 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.

aboutno affunlabeled
By
2016· article· en· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
By
2016· article· en· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
New OA journal on schol. comm. launches
Gavin Baker
2009· preprint· en· Arts and Humanities
machine prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Transitioning to OA
Peter Suber
2007· preprint· en· Arts and Humanities
machine prediction:candidate · scholarly_communication+open_scienceconsensus · none
0
citations
aboutno affunlabeled
Lowry, Malcolm (1909–1957)
Nissa Ren Cannon
2020· book-chapter· en· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The SSHRC restates its OA policy
Peter Suber
2006· preprint· en· Arts and Humanities
machine prediction:candidate · scholarly_communication+open_scienceconsensus · none
0
citations
affunlabeled
Simpson: An Interim Report
Daniel J. Donoghue, Sebastian Sobecki, Nicholas Watson
2024· other· en· Arts and Humanities
machine prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Microsoft releasing book search in beta
2006· article· en· OpenEdition (OpenEdition)· Arts and Humanities
machine prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Canadian Journal of Higher Education
2010· article· en· GSI Repository (German Federal Government)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Comment from the Managing Editor
Robert B. Anderson
2004· article· en· Journal of Small Business & Entrepreneurship· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
How to Land a Job: Tips from an Employer
Kim Marsh
2017· article· en· SOURCE Sheridan's Institutional Repository (Sheridan College)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
By
2016· article· en· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
By
2016· article· en· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
[no title]
Robert Murray Davis
2013· article· World Literature Today· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
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