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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.

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.

723 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.
723 works in the cohort · of 4,299,418page 4 of 15

Labels cover 71 of 723 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 723 of 723 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
The Price of University Press Books: 2009-2011
Albert N. Greco, Robert M. Wharton, Falguni Sen
2012· article· en· Journal of Scholarly Publishing· Arts and Humanities
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
7
citations
venueno affunlabeled
Speaking of Editing: The Nomenclature of Copy-Editing
Mark J.H. Fretz
2017· article· en· Journal of Scholarly Publishing· Arts and Humanities
distilled prediction:candidate · metaresearch+sts+scholarly_communication+research_integrityconsensus · scholarly_communication
7
citations
venueno affunlabeled
Making International Journals Truly International
Stephen K. Donovan
2010· article· en· Journal of Scholarly Publishing· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+bibliometrics+scholarly_communication
7
citations
venueno affunlabeled
The Market Demand for University Press Books 2008–15
Albert N. Greco, Robert M. Wharton
2010· article· en· Journal of Scholarly Publishing· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
7
citations
venueno affunlabeled
Achieving a Professorship with Proper Academic Merit: Discouraging Questionable Publishing
Tove Faber Frandsen, Richard Bruce Lamptey, Edward Mensah Borteye, Victor Teye
2022· article· en· Journal of Scholarly Publishing· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+sts+scholarly_communication+open_science+research_integrityconsensus · metaresearch+bibliometrics+scholarly_communication
7
citations
venueno affunlabeled
Mis/Adventures in Mis/Quoting
David Henige
2001· article· en· Journal of Scholarly Publishing· Social Sciences
distilled prediction:candidate · metaresearch+scholarly_communicationconsensus · scholarly_communication
7
citations
venueno affgemma · metaresearch+research_integritygpt · research_integrity+scholarly_communicationmodels split
Predatory Journals in Journalism and Mass Communication: A Case Study of Deceptions
Eric Freedman, Bahtiyar Kurambayev
2022· article· en· Journal of Scholarly Publishing· Social Sciences
distilled prediction:candidate · sts+scholarly_communication+research_integrityconsensus · scholarly_communication
7
citations
venueno affunlabeled
Is the E-Reader Mightier? Direct Publishing and Entry Barriers
Jeremy D. Camacho
2013· article· en· Journal of Scholarly Publishing· Arts and Humanities
distilled prediction:candidate · metaresearch+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · scholarly_communication
7
citations
venueno affunlabeled
Why Copy Editors Matter
Sylvia Izzo Hunter
2004· article· en· Journal of Scholarly Publishing· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+bibliometrics+scholarly_communication
7
citations
venueno affunlabeled
Writing a Helpful Referee's Report
Brian Martin
2008· article· en· Journal of Scholarly Publishing· Arts and Humanities
distilled prediction:candidate · metaresearch+scholarly_communication+research_integrityconsensus · scholarly_communication
7
citations
venueno affunlabeled
Scholar as E-Publisher
Thomas H. P. Gould
2010· article· en· Journal of Scholarly Publishing· Social Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+research_integrity+insufficient_payloadconsensus · scholarly_communication
7
citations
venueno affunlabeled
Basic Advice for Novice Authors
Allan H. Pasco
2002· article· en· Journal of Scholarly Publishing· Arts and Humanities
distilled prediction:candidate · metaresearch+scholarly_communication+research_integrityconsensus · scholarly_communication
7
citations
venueno affunlabeled
Blog to the Future?
Angus Phillips
2010· article· en· Journal of Scholarly Publishing· Social Sciences
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
6
citations
venueno affunlabeled
Becoming an Ethical Scholarly Writer
Tim Hatcher
2010· article· en· Journal of Scholarly Publishing· Social Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+research_integrity+insufficient_payloadconsensus · scholarly_communication
6
citations
venueno affunlabeled
The Publishing Experiences of Historians
Margaret Dalton
2008· article· en· Journal of Scholarly Publishing· Arts and Humanities
distilled prediction:candidate · metaresearch+sts+scholarly_communication+research_integrityconsensus · scholarly_communication
6
citations
venueno affunlabeled
Improving the International Influence of Chinese Academic Journals
Zhang Fenglian, Li Li
2003· article· en· Journal of Scholarly Publishing· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+open_science+research_integrityconsensus · metaresearch+bibliometrics+scholarly_communication
6
citations
venueno affunlabeled
The Post-petroleum Future of Academic Libraries
Thomas Hecker
2007· article· en· Journal of Scholarly Publishing· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+open_science+research_integrityconsensus · scholarly_communication
6
citations
venueno affgemma · metaresearch+research_integritygpt · scholarly_communication+research_integritymodels split
Do Journals’ Author Guidelines Tell Us What We Need to Know about Plagiarism?
Yu‐Chih Sun
2021· article· en· Journal of Scholarly Publishing· Social Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaresearch+scholarly_communication+research_integrity
6
citations
venueno affunlabeled
The Peer-Review Process for Articles in Iran's Scientific Journals
Mohammad Abooyee Ardakan, Seyyed Ayatollah Mirzaie, Fatemeh Sheikhshoaei
2010· article· en· Journal of Scholarly Publishing· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+open_science+research_integrityconsensus · metaresearch+bibliometrics+scholarly_communication
6
citations
venueno affunlabeled
Building a Scholarly Multimedia Publishing Infrastructure
Cheryl E. Ball
2017· article· en· Journal of Scholarly Publishing· Social Sciences
distilled prediction:candidate · metaresearch+sts+scholarly_communication+research_integrityconsensus · scholarly_communication
5
citations
venueno affunlabeled
The Price of University Press Books: 2009–2011
Albert N. Greco, Robert M. Wharton, Falguni Sen
2012· article· en· Journal of Scholarly Publishing· Arts and Humanities
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
5
citations
venueaboutno affunlabeled
The Characteristics of the Ideal Acquisition Editor
Bill Harnum
2001· article· en· Journal of Scholarly Publishing· Arts and Humanities
distilled prediction:candidate · sts+scholarly_communicationconsensus · scholarly_communication
5
citations

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