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

1,650 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.
1,650 works in the cohort · of 4,299,418page 30 of 33

Labels cover 37 of 1,650 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 1,650 of 1,650 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.

aboutno affunlabeled
The challenges of gold open access in the humanities
2024· article· en· Zenodo (CERN European Organization for Nuclear Research)· Decision Sciences
machine prediction:candidate · scholarly_communication+open_scienceconsensus · none
0
citations
aboutno affno abstractunlabeled
BNC Research: The Canadian Book Market 2017
2017· article· en· University of Alberta Library· Decision Sciences
machine prediction:candidate · bibliometricsconsensus · none
0
citations
fundno affno abstractunlabeled
2017 Thank you to our reviewers
2018· article· en· BMJ Open· Decision Sciences
machine prediction:candidate · metaresearchconsensus · none
0
citations
affgemma · bibliometricsgpt · open_sciencemodels split
Dramatic Growth of Open Access March 31, 2019
Heather Morrison
2019· dataset· en· Summit (Simon Fraser University)· Decision Sciences
machine prediction:candidate · bibliometrics+open_scienceconsensus · none
0
citations
venueno affno abstractunlabeled
Editorial: Winter 2022: Hold the Line
Marianne Trevorrow
2022· editorial· en· CAND Journal· Decision Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Project: Preprint Observatory
2020· dataset· en· Data Archiving and Networked Services (DANS)· Decision Sciences
machine prediction:candidate · scholarly_communication+open_science+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
20190529-icews-events.zip
Elizabeth Boschee, Jennifer Lautenschlager, Sean O’Brien, Steve Shellman, James Starz
2019· dataset· ja· Harvard Dataverse· Decision Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Patrick “Paddy” Drysdale (1929–2020)
Stefan Dollinger, Victoria Neufeldt
2021· article· fr· The Canadian Journal of Linguistics / La revue canadienne de linguistique· Decision Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Peer Reviewer Acknowledgement
2007· article· en· Canadian Journal of Diabetes· Decision Sciences
machine prediction:candidate · metaresearchconsensus · none
0
citations
affno abstractunlabeled
EUSPN-2014 Preface
Habib M. Ammari, Elhadi Shakshuki
2014· article· en· Procedia Computer Science· Decision Sciences
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
affunlabeled
20200628-icews-events.zip
Elizabeth Boschee, Jennifer Lautenschlager, Sean O’Brien, Steve Shellman, James Starz
2020· dataset· en· Harvard Dataverse· Decision Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Occurrence Download
2020· dataset· en· Global Biodiversity Information Facility· Decision Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Welcome to the New Innovative: IUG 2013
Caitlin Bakker
2013· article· en· Journal of Electronic Resources Librarianship· Decision Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueno affunlabeled
Editor's message
Teresa Lee
2008· article· fr· Journal of the Canadian Health Libraries Association / Journal de l Association de bilbiothèques de la santé du Canada· Decision Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
New brunswick : a secret revealed
Joan Rattner Heilman
2005· article· en· Travel weekly· Decision Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
20190527-icews-events.zip
Elizabeth Boschee, Jennifer Lautenschlager, Sean O’Brien, Steve Shellman, James Starz
2019· dataset· es· Harvard Dataverse· Decision Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
General Lab Policies October 2017
Julia Van de Vondervoort, Enda Tan, J. Kiley Hamlin, Julia Mermier
2017· article· en· OSF Preprints (OSF Preprints)· Decision Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Generic template - Canadian ISSN Application
2025· article· en· Zenodo (CERN European Organization for Nuclear Research)· Decision Sciences
machine prediction:candidate · scholarly_communicationconsensus · none
0
citations
aboutno affno abstractunlabeled
Third quarter 2022
2022· article· en· Oil and Energy Trends· Decision Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
fundvenueno affno abstractunlabeled
Editorial: Insights (March 2018)
Chris McPhee
2018· editorial· en· Technology Innovation Management Review· Decision Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Issue Information – Editorial board & PubSchedule
Attila Arnok, Ryan R. Brinkman, Antonio Cosma, Zbigniew Darżynkiewicz, Robert M. Zucker, Donna J. Arndt‐Jovin +22 more
2017· paratext· en· Cytometry Part A· Decision Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affno abstractunlabeled
BNC Research: The Canadian Book Market 2016
2016· article· en· University of Alberta Library· Decision Sciences
machine prediction:candidate · bibliometricsconsensus · none
0
citations
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How this was built: Screen · Findings · About