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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
fundfunder
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.

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 1 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
TREC 2015 Total Recall Track Overview.
2015· article· en· Text REtrieval Conference· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
26
citations
affunlabeled
Uniform Titles From AACR to RDA
2008· article· en· Cataloging & Classification Quarterly· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
13
citations
affunlabeled
Cataloging Internet Resources: Why, What, How
2000· article· en· Cataloging & Classification Quarterly· Computer Science
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · scholarly_communication
12
citations
affno abstractunlabeled
MLOps, LLMOps, FMOps, and Beyond
2024· article· en· IEEE Software· Computer Science
distilled prediction:candidate · noneconsensus · none
11
citations
affvenueunlabeled
EBLIP and Public Libraries
2012· article· en· Evidence Based Library and Information Practice· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
9
citations
affunlabeled
Critiquing the Machine
2023· article· en· Theology cataloging bulletin· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
9
citations
aboutno affunlabeled
RAD Past, Present, and Future
2012· article· en· Archivaria (Association of Canadian Archivists)· Computer Science
distilled prediction:candidate · noneconsensus · none
8
citations
affno abstractunlabeled
Scholarly Communication
2014· book-chapter· en· Computer Science
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
8
citations
affaboutunlabeled
E-Reserve in Blackboard
2007· article· en· Journal of Interlibrary Loan Document Delivery & Electronic Reserve· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
6
citations
venueno affno abstractunlabeled
E-Journals Access and Management
2009· article· en· Journal of the Canadian Health Libraries Association / Journal de l Association de bilbiothèques de la santé du Canada· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
6
citations
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How this was built: Screen · Findings · About