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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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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.

affaffiliation
fundfunder
venuejournal
aboutaboutness

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 1 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Open Journal Systems
John Willinsky
2005· article· en· Library Hi Tech· Arts and Humanities
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
100
citations
venueno affunlabeled
The University of Minnesota Press
Pam Werre
2009· article· en· Journal of Scholarly Publishing· Arts and Humanities
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
70
citations
affunlabeled
Beyond traditional publishing models
Jen Pecoskie, Heather Hill
2015· article· en· Journal of Documentation· Arts and Humanities
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
50
citations
aboutno affunlabeled
Print Culture and the Blackwood Tradition, 1805-1930.
David Finkelstein
2006· book· en· Project Muse (Johns Hopkins University)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
38
citations
venueno affunlabeled
Sustaining Scholarly Publishing: New Business Models for University Presses
Lynne Withey, Steve Cohn, Ellen Faran, Michael Jensen, Garrett Kiely, Will Underwood +5 more
2011· article· en· Journal of Scholarly Publishing· Arts and Humanities
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+research_integrityconsensus · scholarly_communication
32
citations
affno abstractunlabeled
The self-publishing phenomenon and libraries
Juris Dilevko, Keren Dali
2006· article· en· Library & Information Science Research· Arts and Humanities
distilled prediction:candidate · sts+scholarly_communicationconsensus · scholarly_communication
30
citations
affunlabeled
Eats, Shoots & Leaves
Barry Pless
2005· article· en· Injury Prevention· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
28
citations
venueno affunlabeled
University Press Forum 2011: The End of the Tunnel?
Rebecca Ann Bartlett
2011· article· en· Journal of Scholarly Publishing· Arts and Humanities
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
25
citations
affunlabeled
Enlisting the power of the verb
Lorelei Lingard
2015· article· en· Perspectives on Medical Education· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
23
citations
aboutno affunlabeled
Literary Encyclopedia
Brian Vetruba
2012· article· en· The Charleston Advisor· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
21
citations
venueno affunlabeled
A System Destabilized: Scholarly Books Today
Margaret Dalton
2006· article· en· Journal of Scholarly Publishing· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+scholarly_communication+research_integrityconsensus · scholarly_communication
21
citations
affno abstractunlabeled
On Book Reviewing
Evelina Orteza y Miranda
2018· article· en· Journal of educational thought.· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
18
citations
affvenueaboutunlabeled
Open Access Funds: A Canadian Library Survey
Leila Fernandez, Rajiv Nariani
2011· article· en· Partnership The Canadian Journal of Library and Information Practice and Research· Arts and Humanities
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · scholarly_communication
17
citations
venueno affunlabeled
Sustaining Scholarly Publishing: New Business Models for University Presses: A Report of the AAUP Task Force on Economic Models for Scholarly Publishing
Lynne Withey, Steve Cohn, Ellen Faran, Michael Jensen, Garrett Kiely, Will Underwood +5 more
2011· article· en· Journal of Scholarly Publishing· Arts and Humanities
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+scholarly_communication+open_science+research_integrityconsensus · scholarly_communication
16
citations
venueno affunlabeled
A System Destabilized: Scholarly Books Today
Margaret Dalton
2006· article· en· Journal of Scholarly Publishing· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+scholarly_communication+research_integrityconsensus · scholarly_communication
16
citations
venueaboutno affunlabeled
The University Press in North America: A Brief History
Cecile M. Jagodzinski
2008· article· en· Journal of Scholarly Publishing· Arts and Humanities
distilled prediction:candidate · scholarly_communication+research_integrityconsensus · scholarly_communication
15
citations
aboutno affunlabeled
The novel: a biography
2014· article· en· Choice Reviews Online· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
14
citations
venueno affunlabeled
The Scholarly Book Review in the Humanities: An Academic Cinderella?
John W. East
2011· article· en· Journal of Scholarly Publishing· Arts and Humanities
distilled prediction:candidate · metaresearch+sts+scholarly_communication+open_science+research_integrityconsensus · metaresearch+scholarly_communication
14
citations
venueno affno abstractunlabeled
The Futures of Scholarly Publishing
Cathy N. Davidson
2004· article· en· Journal of Scholarly Publishing· Arts and Humanities
distilled prediction:candidate · metaresearch+sts+scholarly_communication+open_science+research_integrityconsensus · scholarly_communication
11
citations
venueno affunlabeled
How Scholars Credit Editors in Their Acknowledgements
Robert Brown
2009· article· en· Journal of Scholarly Publishing· Arts and Humanities
distilled prediction:candidate · metaresearch+scholarly_communication+research_integrityconsensus · scholarly_communication
10
citations
venueno affunlabeled
The Price of University Press Books, 2012–14
Albert N. Greco, Alana M. Spendley
2016· article· en· Journal of Scholarly Publishing· Arts and Humanities
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
10
citations
venueno affgemma · scholarly_communication+research_integritygpt · scholarly_communication+research_integritymodels split
Plagiarism, Publishing, and the Academy
Dan Harms
2006· article· en· Journal of Scholarly Publishing· Arts and Humanities
distilled prediction:candidate · metaresearch+scholarly_communication+research_integrityconsensus · scholarly_communication
10
citations
venueno affunlabeled
Peer Review: Fetishes, Fallacies, and Perceptions
Robin Derricourt
2011· article· en· Journal of Scholarly Publishing· Arts and Humanities
distilled prediction:candidate · metaresearch+scholarly_communication+insufficient_payloadconsensus · scholarly_communication
9
citations

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