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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 4 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.

venueno affunlabeled
The Ethics of Scholarly Book Reviewing
Steven E. Gump
2024· article· en· Journal of Scholarly Publishing· Arts and Humanities
distilled prediction:candidate · metaresearch+sts+scholarly_communication+research_integrityconsensus · metaresearch+scholarly_communication
2
citations
aboutno affunlabeled
Quoting on book indexing projects
Max McMaster
2022· article· en· The Indexer· Arts and Humanities
distilled prediction:candidate · sts+insufficient_payloadconsensus · none
2
citations
venueno affno abstractunlabeled
Indexing: A Users' Perspective
David Henige
2002· article· en· Journal of Scholarly Publishing· Arts and Humanities
distilled prediction:candidate · metaresearch+scholarly_communication+research_integrity+insufficient_payloadconsensus · scholarly_communication
2
citations
affvenueunlabeled
Guest Editorial: This is Why We Read. This is Why We Write
David W Jardine
2014· editorial· en· Journal of Applied Hermeneutics· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+scholarly_communication+research_integrity+insufficient_payloadconsensus · research_integrity
2
citations
aboutno affunlabeled
Software Solutions
Sylvia Coates
2009· article· en· The Indexer· Arts and Humanities
distilled prediction:candidate · noneconsensus · none
1
citations
venueno affno abstractunlabeled
The Transom: ‘De Libris Incognitis’
William Savage
2004· article· en· Journal of Scholarly Publishing· Arts and Humanities
distilled prediction:candidate · sts+scholarly_communication+research_integrityconsensus · scholarly_communication
1
citations
venueno affunlabeled
Where Will the Next Generation of Publishers Come From?
Alison Baverstock
2010· article· en· Journal of Scholarly Publishing· Arts and Humanities
distilled prediction:candidate · scholarly_communication+research_integrity+insufficient_payloadconsensus · scholarly_communication
1
citations
venueno affunlabeled
Flogging a Dead Book?
Stephen James
2010· article· en· Journal of Scholarly Publishing· Arts and Humanities
distilled prediction:candidate · metaresearch+scholarly_communication+research_integrity+insufficient_payloadconsensus · scholarly_communication
1
citations
affvenueno abstractunlabeled
The Math Ed Majors: Golf Edition (Part I)
Egan J. Chernoff
2023· article· en· Canadian Journal of Science Mathematics and Technology Education· Arts and Humanities
distilled prediction:candidate · stsconsensus · none
1
citations
venueno affunlabeled
MLA Regional Journals: Accountability, Innovation
Laurence Roth
2007· article· en· Journal of Scholarly Publishing· Arts and Humanities
distilled prediction:candidate · metaresearch+scholarly_communication+research_integrityconsensus · metaresearch+scholarly_communication
1
citations
venueno affunlabeled
Negotiating Roles and Relationships
John D. Hewitt, Robert M. Regoli
2010· article· en· Journal of Scholarly Publishing· Arts and Humanities
distilled prediction:candidate · metaresearch+scholarly_communication+research_integrityconsensus · scholarly_communication
1
citations
venueno affno abstractunlabeled
Open Texts and Playful Readers
Wilm Robertson
2000· article· en· Canadian review of comparative literature· Arts and Humanities
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
1
citations
affaboutunlabeled
Canada's new Open Access policy: Integrating libraries into open scholarship
K. Jane Burpee, Rosarie Coughlan, David A. Johnston, Patricia Moore, Elizabeth Yates
2016· article· en· Scholarship at UWindsor (University of Windsor)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+insufficient_payloadconsensus · scholarly_communication+open_science
1
citations
venueno affunlabeled
A Simple System for Constructing an End-of-Book Index
Ronald D. Francis, Murray Greenway
2015· article· en· Journal of Scholarly Publishing· Arts and Humanities
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
1
citations
venueno affunlabeled
The Sign of Four
Stephen K. Donovan
2011· article· en· Journal of Scholarly Publishing· Arts and Humanities
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
1
citations
fundno affunlabeled
45 BEACON
Lance F. Bosart, David Atlas, T. N. Krishnamurti, T. N. Palmer, Susan L. Solomon, Kevin E. Trenberth +7 more
2003· article· en· Bulletin of the American Meteorological Society· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
venueno affno abstractunlabeled
Dialogue, Selection, Subversion: Three Approaches to Teaching Women Writers
Martha F. Bowden, Karen Bloom Gevirtz, Jonathan Sadow
2013· article· en· Lumen Selected Proceedings from the Canadian Society for Eighteenth-Century Studies· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communicationconsensus · none
1
citations
venueno affunlabeled
Why Would a Professor Self-Publish a Book?
Barbara W. Sarnecka
2020· article· en· Journal of Scholarly Publishing· Arts and Humanities
distilled prediction:candidate · metaresearch+scholarly_communication+research_integrityconsensus · scholarly_communication
1
citations
aboutno affunlabeled
Library Open Access Publishing Funds
Elizabeth Yates
2014· article· en· Brock University Digital Repository (Brock University)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_scienceconsensus · scholarly_communication
1
citations
fundaboutno affunlabeled
Open access : perspectives from SSHRC and NRC
Lesley A. Perkins, Heather Morrison
2005· article· en· E-LIS Repository (University of Naples Federico II)· Arts and Humanities
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
1
citations
affvenueunlabeled
A Pilot Study Examining the Information Seeking of Fiction Writers
Arielle VanderSchans
2019· article· en· Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI· Arts and Humanities
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
1
citations
aboutno affunlabeled
Transitioning to open access (OA)
Christina Struik, Hilde Coldenbrander, Stephen T. Warren, Halina de Maurivez, Heather Joseph, Denise Koufougiannakis +4 more
2007· article· en· First Monday· Arts and Humanities
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
1
citations

How this was built: Screen · Findings · About