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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
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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 12 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.

affgemma · scholarly_communication+open_sciencegpt · scholarly_communication+open_sciencemodels agree
Publishing (and Forgetting) the Small or Medium-sized Scholarly Edition or Cultural Heritage Collection as Linked Open Data: Using Zenodo and Github to Publish the Visionary Cross Project (Abstract)
Daniel Paul O’Donnell, Gurpreet Singh, Dot Porter, Roberto Rosselli Del Turco, Marco Callieri, Matteo Dellepiane +1 more
2018· article· en· Zenodo (CERN European Organization for Nuclear Research)· Computer Science
distilled prediction:candidate · sts+scholarly_communication+open_scienceconsensus · scholarly_communication+open_science
0
citations
affno abstractunlabeled
Metadata Repository
Ling Liu, M. TAMER ÖZSU
2009· book-chapter· en· Encyclopedia of Database Systems· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Articles
David L. Hawksworth, Werner Greuter, Joost A. Stalpers, Vincent Robert, Gerrit Stegehuis, P.W. Crous +4 more
2009· article· en· The Bulletin of zoological nomenclature· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Canadian Cataloguing in Publication Data
2016· article· en· Computer Science
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
The Montreal Spectral Library
Jonathan Gagné, David Lafrenière, René Doyon, Étienne Artigau, Lison Malo, Kelle Cruz +8 more
2014· dataset· en· Figshare· Computer Science
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
The Montreal Spectral Library
Jonathan Gagné, David Lafrenière, René Doyon, Étienne Artigau, Lison Malo, Kelle Cruz +8 more
2014· dataset· en· Figshare· Computer Science
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
The Montreal Spectral Library
Jonathan Gagné, David Lafrenière, René Doyon, Étienne Artigau, Lison Malo, Kelle Cruz +8 more
2014· dataset· en· Figshare· Computer Science
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Nunavut's Ladies of the Deep Cold Waters
2019· other· en· Bulletin of Miscellaneous Information (Royal Gardens Kew)· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Separatismi e costituzionalismo. Lessico, nazionalismi ed economia
2023· other· it· CINECA IRIS Institutional Research Information System (University of Bari Aldo Moro)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+insufficient_payloadconsensus · scholarly_communication+insufficient_payload
0
citations
fundno affunlabeled
Dr. John Archer Library Award FAQS 2012-2013
2012· article· en· oURspace (University of Regina)· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · none
0
citations
aboutno affunlabeled
In Memory of Tanja Harrison
2025· article· en· Journals @ The Mount (Mount Saint Vincent University)· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affgemma · open_sciencegpt · scholarly_communication+open_sciencemodels split
Sustaining Open Access
Kevin Stranack, Daniel Paul O’Donnell, Nancy Maron
2016· article· en· University of North Texas Digital Library (University of North Texas)· Computer Science
distilled prediction:candidate · scholarly_communication+open_scienceconsensus · none
0
citations
aboutno affunlabeled
Al Bove: carme
2018· book· es· OpenstarTs (Univeristy of Trieste https://www.units.it/)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+insufficient_payloadconsensus · metaepi_narrow+sts+scholarly_communication+insufficient_payload
0
citations
aboutno affunlabeled
Le terme sulfuree di Santo Stefano in Istria
2018· book· it· OpenstarTs (Univeristy of Trieste https://www.units.it/)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+insufficient_payloadconsensus · metaepi_narrow+scholarly_communication+insufficient_payload
0
citations
aboutno affunlabeled
La metadatazione. Cos’e?
2022· article· en· Florence Research (University of Florence)· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
La compartecipazione dell'Austria al commercio mondiale: considerazioni e proposte
2018· book· it· OpenstarTs (Univeristy of Trieste https://www.units.it/)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts+scholarly_communication+insufficient_payload
0
citations
aboutno affunlabeled
Technical Services Roundtable
Doug Kariel
2011· other· en· AUSpace (Athabasca University)· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Metadata for Urban Paper
Isabelle Laforest‐Lapointe
2017· dataset· en· Figshare· Computer Science
distilled prediction:candidate · scholarly_communication+open_science+insufficient_payloadconsensus · scholarly_communication+insufficient_payload
0
citations
aboutno affunlabeled
Where might software fit with CoreTrustSeal?
Neil Chue Hong
2017· article· en· Figshare· Computer Science
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
The Montreal Spectral Library
Jonathan Gagné, David Lafrenière, René Doyon, Étienne Artigau, Lison Malo, Kelle Cruz +8 more
2014· dataset· en· Figshare· Computer Science
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affno abstractunlabeled
Canadian Cataloguing in Publication Data
2002· article· en· Computer Science
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Commenda di Malta a Pola
2019· article· sr· OpenstarTs (Univeristy of Trieste https://www.units.it/)· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_science+insufficient_payloadconsensus · scholarly_communication+insufficient_payload
0
citations
aboutno affunlabeled
Scholars Portal: The Canadian Experience
2007· article· en· Scholarship@Western (Western University)· Computer Science
distilled prediction:candidate · scholarly_communicationconsensus · scholarly_communication
0
citations
aboutno affunlabeled
mni03102
2022· other· en· Scholarship @ Claremont (The Claremont Colleges)· Computer Science
distilled prediction:candidate · metaepi_narrow+sts+scholarly_communication+open_science+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
The Montreal Spectral Library
Jonathan Gagné, David Lafrenière, René Doyon, Étienne Artigau, Lison Malo, Kelle Cruz +8 more
2014· dataset· en· Figshare· Computer Science
distilled prediction:candidate · scholarly_communication+insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Evolución reciente de la catalogación
2004· article· en· Digitum: Institutional Repository of the University of Murcia (University of Murcia)· Computer Science
distilled prediction:candidate · noneconsensus · none
0
citations
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