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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 8 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.

aboutno affunlabeled
The Complete Poems of George Whalley
2016· book· en· McGill-Queen's University Press eBooks· Arts and Humanities
distilled prediction:candidate · stsconsensus · none
0
citations
venueno affno abstractunlabeled
OD-ing on Reality: An Interview with Alex Flinn.
Teri S. Lesesne
2005· article· en· Teacher librarian· Arts and Humanities
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations
affunlabeled
Editorial
José I. Rojas‐Méndez
2020· editorial· en· Multidisciplinary Business Review· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
Notes from Down Under: Musings of a Junior Staff Member
Theresa M. Liu
2001· article· en· Journal of Scholarly Publishing· Arts and Humanities
distilled prediction:candidate · scholarly_communication+research_integrity+insufficient_payloadconsensus · scholarly_communication
0
citations
affvenueunlabeled
IRRODL Volume 12, Number 5
Various Authors
2011· article· en· The International Review of Research in Open and Distributed Learning· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Notes From Canada : What Is A Classic? And Why? And When?
Patricia Keeney, Donald L. Rubin
2011· article· en· DOAJ (DOAJ: Directory of Open Access Journals)· Arts and Humanities
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Demystifying the Scholarly Publishing Process
Diane Watt
2008· article· en· DOAJ (DOAJ: Directory of Open Access Journals)· Arts and Humanities
distilled prediction:candidate · sts+scholarly_communication+open_science+insufficient_payloadconsensus · scholarly_communication
0
citations
aboutno affunlabeled
Paleo-Indians
2007· article· en· Lincoln (University of Nebraska)· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Book Design in Canada
2021· article· en· Open Collections· Arts and Humanities
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Assessing Discovery; University of Calgary
Susan Beatty, Helen Clarke, Andrew Pasterfield, Laura Koltutsky, Saundra Lipton, Rhiannon Jones +5 more
2013· article· en· PRISM (University of Calgary)· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
What Competencies Do Today's Academic Authors Need?
Alison Baverstock
2010· article· en· Journal of Scholarly Publishing· Arts and Humanities
distilled prediction:candidate · metaresearch+scholarly_communication+research_integrityconsensus · scholarly_communication
0
citations
venueno affunlabeled
Assessing the Demand for Scholarly Publishing in South Africa
Elizabeth le Roux, Francis Galloway
2008· article· en· Journal of Scholarly Publishing· Arts and Humanities
distilled prediction:candidate · metaresearch+sts+scholarly_communication+research_integrityconsensus · scholarly_communication
0
citations
affunlabeled
289-victorians!Topbooksread.tab
Karen Bourrier, Mike Thelwall
2020· dataset· en· Harvard Dataverse· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
PERMISSION TO USE
2015· article· en· Arts and Humanities
distilled prediction:candidate · scholarly_communicationconsensus · none
0
citations
aboutno affunlabeled
Pitch to proof: Editorial workflow at NUVO magazine
Kristin Deanne Ramsey
2013· article· en· Summit (Simon Fraser University)· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affvenueno abstractunlabeled
Introducing Sustainable Publishing
Brent Bellamy, Abigail Fields, Margot Mellet, Rachel Webb Jekanowski
2025· article· en· Imaginations Journal of Cross-Cultural Image Studies· Arts and Humanities
distilled prediction:candidate · metaresearch+sts+scholarly_communicationconsensus · scholarly_communication
0
citations
affaboutunlabeled
Diamond Open Access in Canada
2025· article· en· Zenodo (CERN European Organization for Nuclear Research)· Arts and Humanities
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · none
0
citations
affunlabeled
Don’t Forget the Little Publishers
David R. Myers, Tom Taylor, Stuart Silcox, Jim Dooley
2012· book-chapter· en· Purdue University Press eBooks· Arts and Humanities
distilled prediction:candidate · scholarly_communicationconsensus · none
0
citations
affunlabeled
From the editor
Daniel Drache
2000· article· en· Canada Watch· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · 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
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
You've Finished Your Research...Now What?
2017· article· en· Journal of International Crisis and Risk Communication Research· Arts and Humanities
distilled prediction:candidate · sts+scholarly_communication+research_integrityconsensus · none
0
citations
aboutno affunlabeled
British Columbia theses bibliography
2022· article· en· cIRcle (University of British Columbia)· Arts and Humanities
distilled prediction:candidate · sts+scholarly_communication+insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Figuring the Social - Book Review
Christine Zadorozny
2009· article· en· McGill Journal of Medicine· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Sinners Well Edited
Adam A.J. Deville
2008· article· en· Journal of Scholarly Publishing· Arts and Humanities
distilled prediction:candidate · scholarly_communication+research_integrityconsensus · scholarly_communication
0
citations
aboutno affunlabeled
BIBLIOASIS: A CASE STUDY OF A SMALL CANADIAN PRESS
2022· dissertation· en· Scholarship at UWindsor (University of Windsor)· Arts and Humanities
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
0
citations

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