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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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scientometrics and bibliometrics research
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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.

2,100 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.
2,100 works in the cohort · of 4,299,418page 7 of 42

Labels cover 193 of 2,100 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 2,100 of 2,100 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
The future of academic publishing
Abubakari Ahmed, Aceil Al‐Khatib, Yap Boum, Humberto Debat, Alonso Gurmendi Dunkelberg, Lisa Janicke Hinchliffe +5 more
2023· article· en· Nature Human Behaviour· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+open_science+research_integrityconsensus · metaresearch+bibliometrics
38
citations
affvenueno abstractunlabeled
Money down the drain: predatory publishing in the COVID-19 era
Dominique Vervoort, Xiya Ma, Mark G. Shrime
2020· article· en· Canadian Journal of Public Health· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+open_scienceconsensus · metaresearch+bibliometrics
38
citations
fundno affunlabeled
Reproducibility in <i>Management Science</i>
Miloš Fišar, Ben Greiner, Christoph Huber, Elena Katok, Ali Özkes
2023· article· en· Management Science· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+sts+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+bibliometrics+open_science
38
citations
affgemma · bibliometrics+stsgpt · bibliometricsmodels split
Outline for a History of Science Measurement
Benoı̂t Godin
2002· article· en· Science Technology & Human Values· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+sts+open_scienceconsensus · metaresearch+bibliometrics+sts
37
citations
affno abstractunlabeled
Equity in science: advocating for a triple-blind review system
Stephanie Brodie, André Frainer, María Grazia Pennino, Shan Jiang, Laura Kaikkonen, Jon López +4 more
2021· review· en· Trends in Ecology & Evolution· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometricsconsensus · metaresearch+bibliometrics
36
citations
affunlabeled
Gendered Citations at Top Economic Journals
Marlène Koffi
2021· article· en· AEA Papers and Proceedings· Decision Sciences
distilled prediction:candidate · bibliometrics+scholarly_communication+insufficient_payloadconsensus · none
36
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
affno abstractunlabeled
Cabells' Predatory Reports criteria: Assessment and proposed revisions
Jaime A. Teixeira da Silva, Mina Moradzadeh, Yuki Yamada, Daniel J. Dunleavy, Panagiotis Tsigaris
2023· article· en· The Journal of Academic Librarianship· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communicationconsensus · metaresearch+bibliometrics
35
citations
affunlabeled
What Is Societal Impact and Where Do Altmetrics Fit into the Equation?
Kim Holmberg, Sarah L. Bowman, Timothy D. Bowman, Fereshteh Didegah, Terttu Kortelainen
2019· article· en· Journal of Altmetrics· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+insufficient_payloadconsensus · metaresearch+bibliometrics
34
citations
affunlabeled
What does the g‐index really measure?
Alex De Visscher
2011· article· en· Journal of the American Society for Information Science and Technology· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+sts+scholarly_communicationconsensus · metaresearch
34
citations
fundno affno abstractunlabeled
Why shared data should not be acknowledged on the author byline
Torsten Rohlfing, Jean‐Baptiste Poline
2011· article· en· NeuroImage· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+open_science+insufficient_payloadconsensus · bibliometrics+insufficient_payload
34
citations
afffundvenueaboutgemma · scholarly_communication+open_sciencegpt · scholarly_communication+open_sciencemodels split
The oligopoly’s shift to open access publishing
Leigh-Ann Butler, Lisa Matthias, Marc‐André Simard, Phil Mongeon, Stefanie Haustein
2022· article· en· Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+sts+scholarly_communication+open_scienceconsensus · scholarly_communication+open_science
34
citations
affaboutunlabeled
Predicting the age of researchers using bibliometric data
Gabriela F. Nane, Vincent Larivière, Rodrigo Costas
2017· article· en· Journal of Informetrics· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+open_scienceconsensus · metaresearch+bibliometrics
34
citations
affvenueunlabeled
Open access scholarly publications as OER
Terry Anderson
2013· article· en· The International Review of Research in Open and Distributed Learning· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+open_science
34
citations
affgemma · bibliometricsgpt · bibliometricsmodels agree
In-Text Patent Citations: A User’s Guide
Kevin Bryan, Yasin Ozcan, Bhaven N. Sampat
2019· report· en· National Bureau of Economic Research· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+insufficient_payloadconsensus · metaresearch+bibliometrics+insufficient_payload
34
citations
affunlabeled
Patterns of international collaboration in cardiovascular research in sub-Saharan Africa
Remare Ettarh
2016· review· en· Cardiovascular journal of South Africa/Cardiovascular journal of Southern Africa· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+bibliometrics+scholarly_communication+open_science+research_integrityconsensus · metaresearch+metaepi_narrow+bibliometrics+research_integrity
34
citations
affunlabeled
Is Peer Review Censorship?
Arturo Casadevall, Ferric C. Fang
2009· editorial· en· Infection and Immunity· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+insufficient_payloadconsensus · metaresearch+bibliometrics+insufficient_payload
33
citations
affno abstractunlabeled
The oligopoly of open access publishing
Fei Shu, Vincent Larivière
2023· article· en· Scientometrics· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+bibliometrics+open_science
33
citations
afffundunlabeled
The interdisciplinarity of economics
Alexandre Truc, O. Gallet de Santerre, Yves Gingras, François Claveau
2023· article· en· Cambridge Journal of Economics· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communicationconsensus · none
33
citations
aboutno affunlabeled
Types of Open Access Publishers in Scopus
David Solomon
2013· article· en· Publications· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+open_science+insufficient_payloadconsensus · bibliometrics
32
citations
affunlabeled
Cancer research across Africa: a comparative bibliometric analysis
Miriam Mutebi, Grant Lewison, Ajay Aggarwal, Olusegun Isaac Alatise, Christopher M. Booth, Miska Cira +21 more
2022· article· en· BMJ Global Health· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+sts+scholarly_communication+insufficient_payloadconsensus · metaresearch+bibliometrics
32
citations

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