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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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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 8 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. 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.

venueno affunlabeled
The Alchemy of Turning Fiction into Truth
David Henige
2008· article· en· Journal of Scholarly Publishing· Earth and Planetary Sciences
machine prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
Judging Journal Prices
Colin Day
2009· article· en· Journal of Scholarly Publishing· Economics, Econometrics and Finance
machine prediction:candidate · scholarly_communicationconsensus · none
2
citations
venueno affunlabeled
Unfair Use: Advice to Unwitting Authors
Richard H. Cox
2002· article· en· Journal of Scholarly Publishing· Business, Management and Accounting
machine prediction:candidate · scholarly_communicationconsensus · none
2
citations
affvenueunlabeled
A Compilation of Short Takes on Working from Home
Bryan Birchmeier, Erika Dyck, Kathie Porta Baker, Sarah Bühler, Olivier Lebert
2020· article· en· Journal of Scholarly Publishing· Economics, Econometrics and Finance
machine prediction:candidate · scholarly_communicationconsensus · none
2
citations
venueno affunlabeled
Book Manufacturing in the COVID-19 Era
M. Franz Baehr
2020· article· en· Journal of Scholarly Publishing· Computer Science
machine prediction:candidate · scholarly_communicationconsensus · none
1
citations
venueno affunlabeled
Surviving Referees' Reports
Brian Martin
2008· article· en· Journal of Scholarly Publishing· Medicine
machine prediction:candidate · metaresearchconsensus · none
1
citations
venueno affunlabeled
Opening the Monograph: Lessons from Luminos
Alison Mudditt
2017· article· en· Journal of Scholarly Publishing· Computer Science
machine prediction:candidate · scholarly_communication+open_scienceconsensus · none
1
citations
venueno affunlabeled
A Short Note on Pointless Reference Formatting
Philippe C. Baveye
2013· article· en· Journal of Scholarly Publishing· Decision Sciences
machine prediction:candidate · scholarly_communicationconsensus · none
1
citations
venueno affunlabeled
Quid Pro Quo Authorship: Characteristics and Implications
Devon Whetstone, Laura Ridenour, Heather Lea Moulaison
2023· article· en· Journal of Scholarly Publishing· Social Sciences
machine prediction:candidate · metaresearch+research_integrityconsensus · 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
machine prediction:candidate · scholarly_communicationconsensus · none
1
citations
venueno affunlabeled
Special Issue on Open Access
Marguerite Avery, Alex Holzman, Robert Brown
2017· article· en· Journal of Scholarly Publishing· Decision Sciences
machine prediction:candidate · scholarly_communication+open_scienceconsensus · none
1
citations
venueno affunlabeled
Personalities in Publishing: John Vickers
H. Idris Bell.
2001· article· en· Journal of Scholarly Publishing· Arts and Humanities
machine prediction:candidate · scholarly_communicationconsensus · none
1
citations
venueno affunlabeled
University Press Forum 2015
Tom Radko
2015· article· en· Journal of Scholarly Publishing· Arts and Humanities
machine prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
1
citations
venueno affunlabeled
Risking It: Scandals, Teaching, Translation
Kristin Prevallet
2004· article· en· Journal of Scholarly Publishing· Arts and Humanities
machine prediction:candidate · scholarly_communicationconsensus · none
1
citations
venueno affunlabeled
Making the Journal Abstract More Concrete
James Hartley
2011· article· en· Journal of Scholarly Publishing· Psychology
machine prediction:candidate · metaresearchconsensus · none
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
machine prediction:candidate · scholarly_communicationconsensus · none
1
citations
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