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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
Evidence
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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 14 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
PERMISSION TO USE
2015· article· en· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Morris Norman collection, 1863-1971, n.d.
Chantal Cameron
2015· article· en· Brock University Digital Repository (Brock University)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Presenting this Issue
2006· article· en· Ultimate Reality and Meaning· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affaboutunlabeled
University of Alberta Library & Open Access Monographs
2024· article· en· Zenodo (CERN European Organization for Nuclear Research)· Arts and Humanities
machine prediction:candidate · scholarly_communication+open_science+insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
The Canadian Oxford paperback thesaurus
Robert Pontisso
2003· book· en· Oxford University Press eBooks· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Publishing Fees in Academia
Joel C. Snell, Claire Noble, Saul Mekies
2000· article· en· Journal of instructional psychology· Arts and Humanities
machine prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
The History of Fiction_L. (Readers' Advisory)
R. M. Johnson, Natalya Fishman
2002· article· en· Reference & User Services Quarterly· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
University Press Forum 2009
Rebecca Ann Bartlett
2009· article· en· Journal of Scholarly Publishing· Arts and Humanities
machine prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Book review - E-discovery in Canada
Robert J. Currie
2010· article· en· eYLS (Yale Law School)· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Journal Policy Toolkit for Journals Using OJS
2025· article· en· Zenodo (CERN European Organization for Nuclear Research)· Arts and Humanities
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
aboutno affno abstractunlabeled
Canadian student writer's guide
Chelsea Donaldson
2000· book· en· Medical Entomology and Zoology· Arts and Humanities
machine prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations
venueno affno abstractunlabeled
Why We Write ed. by Meredith Maran (review)
Stephen K. Donovan
2015· article· en· Journal of Scholarly Publishing· Arts and Humanities
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
affno abstractunlabeled
MacEwan Book of the Year Poster Designs
Keira Zanbak
2019· article· en· MacEwan University Student Research Proceedings· Arts and Humanities
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
PERMISSION TO USE
2016· article· en· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
An Apparent Anomaly in Lonergan Scholarship
Michael Shute, Robert Henman
2018· article· en· The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)· Arts and Humanities
machine prediction:candidate · bibliometricsconsensus · none
0
citations
aboutno affunlabeled
Retexts: A Review Article
Christopher Smith, Sue Hamilton, Harriet Martineau, Deborah Anna Logan, Karl Marx, Friedrich Engels +17 more
2006· review· en· The Yearbook of English Studies· Arts and Humanities
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
aboutno affunlabeled
The What's, How's, and Why's of Open Access
Kathleen Shearer
2007· article· en· E-LIS Repository (University of Naples Federico II)· Arts and Humanities
machine prediction:candidate · scholarly_communication+open_scienceconsensus · none
0
citations
affunlabeled
Book Reviews
Leland S. Person
2014· article· en· The New England Quarterly· Arts and Humanities
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Scholarly Communication in the Digital Age
Vincent Larivière
2018· article· en· Memorial University Research Repository (Memorial University)· Arts and Humanities
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
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