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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 Literacy
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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
aboutaboutness

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

1,585 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.
1,585 works in the cohort · of 4,299,418page 30 of 32

Labels cover 44 of 1,585 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 1,585 of 1,585 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.

fundno affgemma · no categorygpt · no categorymodels agree
Archer Library Information Literacy Instruction Program
Charles Phelps, Cara Bradley, Elizabeth Magee, Ed Perry, Jennifer Rothecker
2007· article· en· oURspace (University of Regina)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Occurrence Download
2022· dataset· en· Global Biodiversity Information Facility· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affgemma · no categorygpt · no categorymodels split
The Evaluation and Measurement of Library Services
Linwood DeLong
2008· article· en· Partnership The Canadian Journal of Library and Information Practice and Research· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueaboutno affunlabeled
Peer Learning Crucial to Leadership Development
Anne Marie Madziak
2011· article· en· Partnership The Canadian Journal of Library and Information Practice and Research· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Information Literacy Alliances
Verna E. George, Paulette Kerr
2021· article· en· IASL Annual Conference Proceedings· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Final Report:: Keeping it ReAL 2017
Alison Moore, Julia Bullard, Dean Giustini, Holly Hendrigan, Ryan Kyle, Jo-Anne Naslund +1 more
2017· article· en· UVic’s Research and Learning Repository (University of Victoria)· Social Sciences
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
affvenueunlabeled
Giving Voice to Students as Literacy Practice
Heidi Jacobs, James K. Elmborg, Robert L. Nelson, Kelly McElroy
2016· article· fr· Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueaboutunlabeled
Research into Practice
Dianne Oberg
2001· article· en· School Libraries Worldwide· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Editorial: Focusing on Research
Dianne Oberg
2001· editorial· en· School Libraries Worldwide· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
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How this was built: Screen · Findings · About