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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.

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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
Evidence
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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 9 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.

fundno affunlabeled
Beyond Technology
Nadia Caidi
2004· book-chapter· en· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
The CASLIN Union Catalog
Gabriela Krčmařová, Ilona Trtíková
2004· book-chapter· en· Computer Science
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
fundno affunlabeled
The Virtual Union Catalog
Karen Coyle
2004· book-chapter· en· Computer Science
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
fundno affunlabeled
Linda
Annu Jauhiainen
2004· book-chapter· en· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
fundno affunlabeled
Conference Participants
Andrew Lass, Richard E. Quandt, Karen Coyle, B Pi' Yi' Ig
2004· book-chapter· en· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
fundno affunlabeled
CASLIN
Bohdana Stoklasová, Pavel Krbec
2004· book-chapter· en· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
fundno affunlabeled
EUCAT
Janifer Gatenby, Rein Van Charldorp
2004· book-chapter· en· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
fundno affunlabeled
Using a Shared Cataloging System
Janne Andresoo, Riin Olonen
2004· book-chapter· en· Computer Science
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
fundno affunlabeled
Principles of a National Union Catalog
Erik I. Vajda
2004· book-chapter· en· Computer Science
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
fundno affunlabeled
Contributors
Andrew Lass, Richard E. Quandt, Karen Coyle, B Pi' Yi' Ig
2004· book-chapter· en· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affunlabeled
Linking in Union Catalogs
Ole Husby
2004· book-chapter· en· Computer Science
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
fundno affunlabeled
LINCA
Martin Lhoták
2004· book-chapter· en· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Overview of OA publishing in Canada
Peter Suber
2007· preprint· en· Computer Science
machine prediction:candidate · scholarly_communication+open_scienceconsensus · none
0
citations
aboutno affunlabeled
Three health librarians on OA
Peter Suber
2008· preprint· en· Computer Science
machine prediction:candidate · scholarly_communication+open_scienceconsensus · none
0
citations
aboutno affunlabeled
OA resources at U. of Calgary
Gavin Baker
2008· preprint· en· Computer Science
machine prediction:candidate · scholarly_communication+open_science+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
OA archiving at six Quebec universities
Peter Suber
2007· preprint· en· Computer Science
machine prediction:candidate · scholarly_communication+open_scienceconsensus · none
0
citations
aboutno affunlabeled
More on the OA repository from the IDRC
Peter Suber
2006· preprint· en· Computer Science
machine prediction:candidate · scholarly_communication+open_science+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Librarianship and OA journals
Peter Suber
2007· preprint· en· Computer Science
machine prediction:candidate · scholarly_communication+open_scienceconsensus · none
0
citations
aboutno affunlabeled
SSHRC funding program will help OA journals
Peter Suber
2007· preprint· en· Computer Science
machine prediction:candidate · scholarly_communication+open_science+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Background on the OA policy at the SSHRC
Peter Suber
2007· preprint· en· Computer Science
machine prediction:candidate · scholarly_communication+open_scienceconsensus · none
0
citations
aboutno affunlabeled
OA at U. Calgary
Gavin Baker
2009· preprint· en· Computer Science
machine prediction:candidate · scholarly_communication+open_science+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Calling for OA to the McGill Guide
Peter Suber
2008· preprint· en· Computer Science
machine prediction:candidate · scholarly_communication+open_scienceconsensus · none
0
citations
affgemma · scholarly_communication+open_sciencegpt · open_science+scholarly_communicationmodels agree
The Time Has Come…For Next-Generation Open Access Models
Celeste Feather, Sara Rouhi, Anneliese Taylor, Kim Armstrong
2020· article· en· Computer Science
machine prediction:candidate · scholarly_communication+open_scienceconsensus · none
0
citations
aboutno affunlabeled
RDA: Some Basics
2023· other· en· Computer Science
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
aboutno affgemma · open_sciencegpt · scholarly_communication+open_sciencemodels split
Canadian Library Association endorses OA
Peter Suber
2005· preprint· en· Computer Science
machine prediction:candidate · scholarly_communication+open_science+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
OA library journal walks the walk
Peter Suber
2006· preprint· en· Computer Science
machine prediction:candidate · scholarly_communication+open_scienceconsensus · none
0
citations
fundno affunlabeled
Undergraduate Catalog
2013· article· en· Computer Science
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
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