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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 Science and Information Systems
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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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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

616 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.
616 works in the cohort · of 4,299,418page 3 of 13

Labels cover 19 of 616 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 616 of 616 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
Detecting Footnotes in 32 million pages of ECCO
Sherif Abuelwafa, Sara Zhalepour, Ehsan Arabnejad, Mohamed Mhiri, Emilienne Greenfield, James P. Ascher +6 more
2018· article· en· Journal of Cultural Analytics· Computer Science
machine prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
ISNI : un identifiant passerelle
Anila Angjeli
2015· article· fr· Documentation et bibliothèques· Computer Science
machine prediction:candidate · scholarly_communicationconsensus · none
2
citations
aboutno affgemma · scholarly_communicationgpt · scholarly_communicationmodels agree
The Theses Canada Online Portal at the National Library of Canada
Sharon Reeves
2003· article· en· edoc Publication server (Humboldt University of Berlin)· Computer Science
machine prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
2025 ICM: Samples for Culture
Shang-Wen Tsai, Saad Tarabichi, Edward M. Vasarhelyi, Saadana Jacem, Tobias Siegfried Kramer, Fouad Z Sadek +33 more
2025· article· en· The Journal of Arthroplasty· Computer Science
machine prediction:candidate · noneconsensus · none
2
citations
fundno affunlabeled
Union Catalogs for Poets
Henryk Hollender
2004· book-chapter· en· Computer Science
machine prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
1
citations
affunlabeled
Taking A Step Back, To Move Forward
Stephen H. Dew, Michaël J. Crumpton
2012· article· en· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Dial Access Retrieval vs the Tape Lending Library
Douglas Schwenker, David Chambers
2019· article· en· IALLT Journal of Language Learning Technologies· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
fundno affunlabeled
The Slovak Union Catalog for Serials
Lýdia Sedláčková, Alojz Androvič
2004· book-chapter· en· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
affaboutgemma · metaresearch+research_integritygpt · research_integrity+scholarly_communicationmodels split
Retractions and Corrections at Scholars Portal Journals
Jessica Hymers, Qiuting Lin
2023· article· en· Balisage series on markup technologies· Computer Science
machine prediction:candidate · metaresearch+research_integrityconsensus · none
1
citations
fundno affunlabeled
Metadata for Creators
Mary Holstege
2022· article· en· Balisage series on markup technologies· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
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How this was built: Screen · Findings · About