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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
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.

920 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.
920 works in the cohort · of 4,299,418page 6 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Our Friends Are Killing Us
2011· article· en· The Serials Librarian· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
fundno affunlabeled
SPEC Kit 353: Funding Article Processing Charges (November 2016)
2016· book· en· SPEC Kit - Association of Research Libraries. Systems and Procedures Exchange Center/Kit - Association of Research Libraries. Systems and Procedures Exchange Center· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+research_integrityconsensus · metaepi_narrow
2
citations
venueno affunlabeled
Adventures in Reprint Rights
2001· article· en· Journal of Scholarly Publishing· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
2
citations
affvenueaboutunlabeled
Information: People still count
2018· article· en· Documentation et bibliothèques· Computer Science
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · scholarly_communication
2
citations
aboutno affgemma · bibliometricsgpt · bibliometricsmodels agree
A bibliometric analysis of Serials Review from 1991 to 2020
2021· article· en· San José State University ScholarWorks (San Jose State University)· Computer Science
distilled prediction:candidate · metaepi_narrow+bibliometricsconsensus · bibliometrics
1
citations
aboutno affunlabeled
Out of the Stack and into the Net
2005· article· en· The Reference Librarian· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Documenting electronic heterogenous literature
2022· article· en· HAL (Le Centre pour la Communication Scientifique Directe)· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
1
citations
affvenueunlabeled
Toward information equity among academic libraries
2022· article· en· Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
1
citations
affunlabeled
Keeping Pace with OpenURL
2004· article· en· The Serials Librarian· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
1
citations
affunlabeled
Moving From Paper to E-Book Reading
2012· article· en· eLearn· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
aboutno affunlabeled
Wiley (John) & Sons Inc.
2007· article· en· Mergent s Dividend Achievers· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
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How this was built: Screen · Findings · About