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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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Publishing and Scholarly Communication
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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 13 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.

affunlabeled
How to Use This Book
Michel Launey, Christopher S. Mackay
2011· book-chapter· en· Cambridge University Press eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Writing for Academic Journals (review)
Steven E. Gump
2010· article· en· Journal of Scholarly Publishing· Arts and Humanities
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
venueno affno abstractunlabeled
Write edited by The Guardian (review)
Stephen K. Donovan
2014· article· en· Journal of Scholarly Publishing· Arts and Humanities
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
aboutno affunlabeled
The ides of March : editor's forum
Alison Job
2011· article· en· Graphix· Arts and Humanities
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
aboutno affunlabeled
Conversations with James Salter
James A. Salter, Jennifer Leigh Levasseur, Kevin Rabalais
2015· book· en· University Press of Mississippi eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The rough guide to Canada
Steven Horak, Sarah Hull, Claus Vogel
2013· book· en· Rough Guides eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Reflections: Make a Paper Sundial
David M. F. Chapman
2001· article· en· Journal of the Royal Astronomical Society of Canada· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
John Percy's Universe: The Little Campus that Grew
John Percy
2016· article· en· Journal of the Royal Astronomical Society of Canada· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Science, race and imperialism
Marwa Elshakry, Sujit Sivasundaram
2012· book· en· Pickering & Chatto eBooks· Arts and Humanities
machine prediction:candidate · stsconsensus · none
0
citations
aboutno affunlabeled
PERMISSION TO USE STATEMENT
2016· article· en· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affno abstractunlabeled
Stylish Academic Writing. by Helen Sword (review)
Stephen K. Donovan
2013· article· en· Journal of Scholarly Publishing· Arts and Humanities
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
aboutno affunlabeled
JUCS - Journal of Universal Computer Science
2020· article· en· Zenodo (CERN European Organization for Nuclear Research)· Arts and Humanities
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
aboutno affunlabeled
English Literature: Victorians and Moderns
James Sexton
2014· book· en· BiblioBoard Library Catalog (Open Research Library)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
HUNGRIER, SHARPER, SMARTER
David Biederman
2001· article· en· Traffic world· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Bibliographica (Issue 7)
Grant Wilkins, Richard Coxford, Andrea Taylor, Eric L. Swanick, John A. Russell
2007· article· en· UA Campus Repository (The University of Arizona)· Arts and Humanities
machine prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations
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