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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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Library Collection Development and Digital Resources
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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
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venuejournal
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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.

920 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
920 works in the cohort · of 4,299,418page 13 of 19

Labels cover 20 of 920 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 920 of 920 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.

affunlabeled
Comparison and Review of 17 E-Book Platforms
J. P. Lavender, Courtney McAllister
2020· book-chapter· en· Purdue University Press eBooks· Computer Science
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
affunlabeled
A New Direction for the UNBC Library
Paul Burry
2010· article· en· BCLA Browser: Linking the Library Landscape· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The Tommy Douglas Library Opens
D. Prys Thomas
2010· article· en· BCLA Browser: Linking the Library Landscape· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueno abstractunlabeled
Electronic Resources in Medical Libraries: Issues and Solutions
Angélique Roy
2022· article· fr· Journal of the Canadian Health Libraries Association / Journal de l Association de bilbiothèques de la santé du Canada· Computer Science
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
affunlabeled
Fundamentals of Electronic Resources Management
Catherine Gilbert
2018· article· en· Journal of the Australian Library and Information Association· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Early thoughts on the handheld e-book
Elisa Sze
2009· article· en· TSpace (University of Toronto)· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Copyright and Student Publishing
Graeme Slaght
2019· article· en· TSpace (University of Toronto)· Computer Science
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
aboutno affunlabeled
Publishing a student journal? The library can help!
Graeme Slaght, Mariya Maistrovskaya
2018· article· en· TSpace (University of Toronto)· Computer Science
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
affunlabeled
Yet Another PDA Presentation
Harriet Rykse, Janice Adlington, Julia Kliever, David Swords
2012· article· en· Scholarship@Western (Western University)· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Can Technology Promise Anything
Kristopher McGrath
2011· article· en· Antistasis· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Innovation in Open Access Monographs, Archives, and Journals
Brian Hole, Alison Mudditt, David Parker, Rick Anderson
2016· book-chapter· en· Purdue University Press eBooks· Computer Science
machine prediction:candidate · scholarly_communication+open_scienceconsensus · none
0
citations
aboutno affunlabeled
Reports of Conferences, Institutes, and Seminars
Fanuel Chirombo, Chris Bulock, Selina Lin, Kurt Blythe
2013· article· en· Serials Review· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
A 'More-Than-One-Line' Prediction
Andrew Waller
2000· article· en· E-LIS Repository (University of Naples Federico II)· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
All in This Together: A Subscription Vendor's View
J H Lumsden, Kittie S. Henderson, Allen Powell
2010· article· en· The Serials Librarian· Computer Science
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
fundno affunlabeled
2015 - 2016 Annual Report
Charles Henry
2016· report· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Training Thursday - Open Access Authors Fund
Andrew Waller
2013· article· en· Open MIND· Computer Science
machine prediction:candidate · scholarly_communication+open_scienceconsensus · none
0
citations
aboutno affunlabeled
E-Books, Licences, Copyright
Robert Tiessen
2009· article· en· Open MIND· Computer Science
machine prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
eBook Discovery and Access: We Want It Now!
Aaron Wood, Corey Davis
2010· article· en· PRISM (University of Calgary)· Computer Science
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
aboutno affunlabeled
Students and the e-book dilemma: a case study
Ingrid Moisil, Tony Horava
2015· article· en· uO Research (University of Ottawa)· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
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