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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 3 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.

affaboutgemma · bibliometrics+metaresearchgpt · metaresearch+bibliometricsmodels agree
Impact of collaborative research on academic science
Benoı̂t Godin, Yves Gingras
2000· article· en· Science and Public Policy· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+sts+scholarly_communication+open_scienceconsensus · metaresearch+bibliometrics+sts
119
citations
afffundunlabeled
Checklists to detect potential predatory biomedical journals: a systematic review
Samantha Cukier, Lucas Helal, Danielle B. Rice, Justina Pupkaitė, Nadera Ahmadzai, Mitchell Wilson +3 more
2020· review· en· BMC Medicine· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometrics+open_science+insufficient_payloadconsensus · metaresearch+bibliometrics+insufficient_payload
119
citations
affunlabeled
Citation analysis of scientific categories
Gregory S. Patience, Christian Patience, Bruno Blais, François Bertrand
2017· article· en· Heliyon· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communicationconsensus · bibliometrics
117
citations
fundvenueaboutno affunlabeled
The Rewards of Predatory Publications at a Small Business School
Derek Pyne
2017· article· en· Journal of Scholarly Publishing· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+sts+scholarly_communication+open_scienceconsensus · metaresearch+bibliometrics+scholarly_communication
106
citations
affgemma · metaresearch+bibliometrics+open_sciencegpt · bibliometrics+open_sciencemodels split
Do articles in open access journals have more frequent altmetric activity than articles in subscription-based journals? An investigation of the research output of Finnish universities
Kim Holmberg, Juha Hedman, Timothy D. Bowman, Fereshteh Didegah, Mikael Laakso
2019· article· en· Scientometrics· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+open_scienceconsensus · metaresearch+bibliometrics
105
citations
affunlabeled
Do authors comply when funders enforce open access to research?
Vincent Larivière, Cassidy R. Sugimoto
2018· article· en· Nature· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+bibliometrics+open_science+insufficient_payload
104
citations
venueno affunlabeled
A Survey of Scholarly Journals Using Open Journal Systems
Brian D. Edgar, John Willinsky
2010· article· en· Scholarly and Research Communication· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+sts+scholarly_communication+open_science+research_integrityconsensus · metaresearch+bibliometrics+scholarly_communication
103
citations
venueno affunlabeled
The SciELO Open Access: A Gold Way from the South
Abel L. Packer
2010· article· en· Canadian Journal of Higher Education· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+open_science+insufficient_payloadconsensus · none
101
citations
affaboutgemma · metaresearch+bibliometricsgpt · metaresearch+bibliometricsmodels agree
Which scientific elites? On the concentration of research funds, publications and citations
Vincent Larivière, Benoît Macaluso, Éric Archambault, Yves Gingras
2010· article· en· Research Evaluation· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+sts+scholarly_communication+insufficient_payloadconsensus · metaresearch+bibliometrics
100
citations
affgemma · metaresearch+research_integritygpt · metaresearch+research_integrity+scholarly_communicationmodels split
Ethical issues in publishing in predatory journals
Lorraine E. Ferris, Margaret A. Winker
2017· review· en· Biochemia Medica· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometrics+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+bibliometrics+research_integrity
97
citations
afffundgemma · metaresearch+scholarly_communicationgpt · metaresearch+research_integrity+scholarly_communicationmodels split
Defining predatory journals and responding to the threat they pose: a modified Delphi consensus process
Samantha Cukier, Manoj M. Lalu, Gregory L. Bryson, Kelly D. Cobey, Agnes Grudniewicz, David Moher
2020· article· en· BMJ Open· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communicationconsensus · metaresearch+bibliometrics
97
citations
affunlabeled
The access principle: The case for open access to research
John Willinsky
2006· article· en· The FASEB Journal· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+sts+scholarly_communication+open_scienceconsensus · metaresearch+bibliometrics+open_science
96
citations
affno abstractunlabeled
Comparing journal and paper level classifications of science
Fei Shu, Charles‐Antoine Julien, Lin Zhang, Junping Qiu, Jing Zhang, Vincent Larivière
2019· article· en· Journal of Informetrics· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communicationconsensus · metaresearch+bibliometrics
95
citations
venueno affunlabeled
Reliability of disclosure forms of authors' contributions
Vesna Ilakovac, Kristina Fišter, Matko Marušić, Ana Marušić
2006· article· en· Canadian Medical Association Journal· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+insufficient_payloadconsensus · metaresearch+bibliometrics
94
citations
afffundunlabeled
Open Access Article Processing Charges: DOAJ Survey May 2014
Heather Morrison, Jihane Salhab, Alexis Calvé-Genest, Tony Horava
2015· article· en· Publications· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+bibliometrics+insufficient_payload
93
citations
aboutno affunlabeled
Top cited articles in thermodynamic research
Hui‐Zhen Fu, Yuh‐Shan Ho
2015· article· en· Journal of Engineering Thermophysics· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometricsconsensus · metaresearch+bibliometrics
92
citations
affno abstractunlabeled
A better measure of research from the global south
Jean Lebel, Robert K. D. McLean
2018· article· en· Nature· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+insufficient_payloadconsensus · metaresearch+insufficient_payload
92
citations
affunlabeled
Serendipity Arrangements for Exapting Science-Based Innovations
Raghu Garud, Joel Gehman, Antonio Giuliani
2017· article· en· Academy of Management Perspectives· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+sts+scholarly_communication+open_scienceconsensus · bibliometrics
91
citations
affno abstractgemma · bibliometrics+metaresearchgpt · metaresearch+bibliometricsmodels split
The classification of biomedical journals by research level
Grant Lewison, Guillermo Paraje
2004· article· en· Scientometrics· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+sts+scholarly_communication+open_scienceconsensus · metaresearch+bibliometrics
89
citations
affgemma · metaresearch+open_sciencegpt · open_sciencemodels split
The fall of the innovation empire and its possible rise through open science
E. Richard Gold
2021· article· en· Research Policy· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+sts+scholarly_communication+open_scienceconsensus · metaresearch+bibliometrics+open_science
88
citations
affunlabeled
Honorary authorship in biomedical journals: how common is it and why does it exist?
Waleed Al–Herz, Hani H. Haider, Mahmoud Al-Bahhar, Adnan Sadeq
2013· article· en· Journal of Medical Ethics· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaresearch+bibliometrics+research_integrity
88
citations
affunlabeled
The publication gender gap in psychology.
Darko Odic, Erica H. Wojcik
2019· article· en· American Psychologist· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+insufficient_payloadconsensus · bibliometrics
86
citations
affgemma · metaresearch+bibliometricsgpt · bibliometrics+metaresearchmodels split
The power of altmetrics on a CV
Heather Piwowar, Jason R Priem
2013· article· en· Bulletin of the American Society for Information Science and Technology· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+stsconsensus · none
86
citations
affunlabeled
Imagining a Gold Open Access Future: Attitudes, Behaviors, and Funding Scenarios among Authors of Academic Scholarship
Carol Tenopir, Elizabeth D. Dalton, Lisa Christian, Misty Jones, Mark J. McCabe, MacKenzie Smith +1 more
2017· article· en· College & Research Libraries· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+sts+scholarly_communication+open_science+research_integrityconsensus · metaresearch+bibliometrics+sts+scholarly_communication+open_science
84
citations

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