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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 Administration
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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.

1,790 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.
1,790 works in the cohort · of 4,299,418page 26 of 36

Labels cover 49 of 1,790 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 1,790 of 1,790 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 affno abstractunlabeled
What are you reading?
Ian M. MacDonald
2001· letter· en· Canadian Journal of Ophthalmology· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affaboutno abstractunlabeled
British Columbia Library Association 2010 Awards
Ken Harold Cooley
2010· article· en· BCLA Browser: Linking the Library Landscape· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Children's Book Challenges: The New Wave
R.Hanbury Brown
2007· article· fr· Canadian Children's Literature / Littérature canadienne pour la jeunesse· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
word-process-object_3
2025· dataset· en· Figshare· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
Bibliothek in Calgary (CA)
Dialog Snøhetta
2019· article· de· DETAIL: Zeitschrift für Architektur + Baudetail· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Cross-Cultural Communication Workshops
Ravi Kaur Basi
2009· article· en· BCLA Browser: Linking the Library Landscape· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Reviews
Rebecca L. Mugridge
2011· article· en· Library Collections Acquisitions and Technical Services· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affno abstractunlabeled
National Library of Canada to
2015· article· en· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
A REBEL AND A VICTIM
Rachel Bayvel Masters degree
2013· article· en· The Jewish Quarterly· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
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How this was built: Screen · Findings · About