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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.

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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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.

151 results · 1 filter active ·
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20132025
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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.
151 works in the cohort · of 4,299,418page 1 of 4

Labels cover 33 of 151 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 151 of 151 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundgemma · metaresearch+scholarly_communicationgpt · scholarly_communicationmodels split
Scholarly use of social media and altmetrics: A review of the literature
Cassidy R. Sugimoto, Sam Work, Vincent Larivière, Stefanie Haustein
2017· review· en· Journal of the Association for Information Science and Technology· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
571
citations
afffundunlabeled
Team size matters: Collaboration and scientific impact since 1900
Vincent Larivière, Yves Gingras, Cassidy R. Sugimoto, Andrew Tsou
2014· article· en· Journal of the Association for Information Science and Technology· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communicationconsensus · metaresearch+bibliometrics
476
citations
aboutno affgemma · scholarly_communicationgpt · scholarly_communicationmodels split
Developments in research data management in academic libraries: Towards an understanding of research data service maturity
Andrew Cox, Mary Anne Kennan, Liz Lyon, Stephen Pinfield
2017· article· en· Journal of the Association for Information Science and Technology· Computer Science
distilled prediction:candidate · metaresearch+scholarly_communication+open_scienceconsensus · metaresearch+scholarly_communication+open_science
228
citations
afffundunlabeled
Measuring academic influence: Not all citations are equal
2014· article· en· Journal of the Association for Information Science and Technology· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communicationconsensus · metaresearch+bibliometrics
212
citations
afffundunlabeled
Investigating serendipity: How it unfolds and what may influence it
Lori McCay‐Peet, Elaine G. Toms
2015· article· en· Journal of the Association for Information Science and Technology· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communicationconsensus · scholarly_communication
159
citations
affunlabeled
Truth and deception at the rhetorical structure level
Victoria L. Rubin, Tatiana Lukoianova
2014· article· en· Journal of the Association for Information Science and Technology· Computer Science
distilled prediction:candidate · noneconsensus · none
144
citations
afffundgemma · metaresearch+research_integritygpt · metaresearch+research_integritymodels agree
Costly collaborations: The impact of scientific fraud on co‐authors' careers
Philippe Mongeon, Vincent Larivière
2015· article· en· Journal of the Association for Information Science and Technology· Social Sciences
distilled prediction:candidate · metaresearchconsensus · none
81
citations
aboutno affunlabeled
How is research blogged? A content analysis approach
Hadas Shema, Judit Bar‐Ilan, Mike Thelwall
2014· article· en· Journal of the Association for Information Science and Technology· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communicationconsensus · metaresearch+bibliometrics
71
citations
affgemma · no categorygpt · no categorymodels split
The ubiquitous digital file: A review of file management research
Jesse David Dinneen, Charles‐Antoine Julien
2019· review· en· Journal of the Association for Information Science and Technology· Decision Sciences
distilled prediction:candidate · metaresearchconsensus · none
66
citations
affunlabeled
Boundary objects in information science
Isto Huvila, Theresa Dirndorfer Anderson, Eva Hourihan Jansen, Pamela J. McKenzie, Adam Worrall
2017· article· en· Journal of the Association for Information Science and Technology· Computer Science
distilled prediction:candidate · metaresearch+sts+scholarly_communicationconsensus · scholarly_communication
65
citations
affunlabeled
Estimating open access mandate effectiveness: The <scp>MELIBEA</scp> score
Philippe Vincent‐Lamarre, Jade Boivin, Yassine Gargouri, Vincent Larivière, Stevan Harnad
2015· article· en· Journal of the Association for Information Science and Technology· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+open_scienceconsensus · metaresearch+bibliometrics
49
citations
affunlabeled
Are elite journals declining?
Vincent Larivière, George A. Lozano, Yves Gingras
2013· article· en· Journal of the Association for Information Science and Technology· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communicationconsensus · metaresearch+bibliometrics
46
citations
affunlabeled
Holistic information research: From rhetoric to paradigm
Sarah Polkinghorne, Lisa M. Given
2021· article· en· Journal of the Association for Information Science and Technology· Computer Science
distilled prediction:candidate · metaresearchconsensus · none
44
citations
affunlabeled
Does the web of science accurately represent chinese scientific performance?
Fei Shu, Charles‐Antoine Julien, Vincent Larivière
2019· article· en· Journal of the Association for Information Science and Technology· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communicationconsensus · metaresearch+bibliometrics
38
citations
afffundunlabeled
Change and growth in open access journal publishing and charging trends 2011–2021
Heather Morrison, Luan Borges, Xuan Zhao, Tanoh Laurent Kakou, Amit Nataraj Shanbhoug
2022· article· en· Journal of the Association for Information Science and Technology· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communicationconsensus · metaresearch+bibliometrics+scholarly_communication
36
citations

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