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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.

affaffiliation
fundfunder
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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 2 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.

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
Long-Distance Interdisciplinarity Leads to Higher Scientific Impact
Vincent Larivière, Stefanie Haustein, Katy Börner
2015· article· en· PLoS ONE· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+insufficient_payloadconsensus · bibliometrics+insufficient_payload
208
citations
affunlabeled
The incidence and role of negative citations in science
Christian Catalini, Nicola Lacetera, Alexander Oettl
2015· article· en· Proceedings of the National Academy of Sciences· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+stsconsensus · metaresearch
189
citations
afffundno abstractunlabeled
Convergent evolution: The academic and policy roots of collaborative research
Jean‐Louis Denis, Jonathan Lomas
2003· editorial· en· Journal of Health Services Research & Policy· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometrics+sts+scholarly_communication+open_science+research_integrityconsensus · metaresearch+bibliometrics+research_integrity
184
citations
affunlabeled
The decline in the concentration of citations, 1900–2007
Vincent Larivière, Yves Gingras, Éric Archambault
2009· article· en· Journal of the American Society for Information Science and Technology· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometricsconsensus · metaresearch
179
citations
affunlabeled
Author-Reviewer Homophily in Peer Review
Dakota Murray, Kyle Siler, Vincent Larivière, Wei Mun Chan, Andy Collings, Jennifer L Raymond +1 more
2018· preprint· en· bioRxiv (Cold Spring Harbor Laboratory)· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometrics+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+bibliometrics+insufficient_payload
178
citations
affunlabeled
Participation in the global knowledge commons
Leslie Chan, Sely Costa
2005· article· en· New Library World· Decision Sciences
distilled prediction:candidate · bibliometrics+scholarly_communication+insufficient_payloadconsensus · bibliometrics+insufficient_payload
165
citations
affunlabeled
Tweets vs. Mendeley readers: How do these two social media metrics differ?
Stefanie Haustein, Vincent Larivière, Mike Thelwall, Didier Amyot, Isabella Peters
2014· article· en· it - Information Technology· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+insufficient_payloadconsensus · bibliometrics
160
citations
afffundgemma · metaresearch+research_integritygpt · scholarly_communicationmodels split
Knowledge and motivations of researchers publishing in presumed predatory journals: a survey
Kelly D. Cobey, Agnes Grudniewicz, Manoj M. Lalu, Danielle B. Rice, Hana Raffoul, David Moher
2019· article· en· BMJ Open· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+insufficient_payloadconsensus · metaresearch+bibliometrics
160
citations
affgemma · bibliometricsgpt · bibliometricsmodels agree
Conference proceedings as a source of scientific information: A bibliometric analysis
Cynthia Lisée, Vincent Larivière, Éric Archambault
2008· article· en· Journal of the American Society for Information Science and Technology· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+sts+scholarly_communicationconsensus · bibliometrics
157
citations
afffundvenueaboutunlabeled
Assessment of potential bias in research grant peer review in Canada
Robyn Tamblyn, Nadyne Girard, Christina Qian, James A. Hanley
2018· article· en· Canadian Medical Association Journal· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+insufficient_payloadconsensus · metaresearch+bibliometrics
156
citations
afffundgemma · metaresearch+scholarly_communicationgpt · research_integrity+scholarly_communicationmodels split
What is a predatory journal? A scoping review
Kelly D. Cobey, Manoj M. Lalu, Becky Skidmore, Nadera Ahmadzai, Agnes Grudniewicz, David Moher
2018· review· en· F1000Research· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometrics+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+bibliometrics+insufficient_payload
154
citations
afffundvenuegemma · metaresearch+bibliometrics+research_integritygpt · metaresearch+bibliometrics+scholarly_communication+research_integritymodels split
How predatory journals leak into PubMed
Andrea Manca, David Moher, Lucia Cugusi, Zeevi Dvir, Franca Deriu
2018· article· en· Canadian Medical Association Journal· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+insufficient_payloadconsensus · metaresearch+bibliometrics+insufficient_payload
146
citations
affno abstractunlabeled
Regional disparities in Web of Science and Scopus journal coverage
Toluwase Asubiaro, Sodiq Onaolapo, David Mills
2024· article· en· Scientometrics· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+sts+scholarly_communicationconsensus · metaresearch+bibliometrics
145
citations
affunlabeled
The Evaluation of Large Research Initiatives
William M. K. Trochim, Stephen E. Marcus, Louise C. Mâsse, Richard P. Moser, Patrick C. Weld
2008· article· en· American Journal of Evaluation· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometricsconsensus · metaresearch+bibliometrics
144
citations
afffundgemma · metaresearch+research_integrity+scholarly_communicationgpt · metaresearch+research_integritymodels split
What is a predatory journal? A scoping review
Kelly D. Cobey, Manoj M. Lalu, Becky Skidmore, Nadera Ahmadzai, Agnes Grudniewicz, David Moher
2018· review· en· F1000Research· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometrics+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+bibliometrics+insufficient_payload
141
citations
venueno affunlabeled
Defining and Characterizing Open Peer Review: A Review of the Literature
Emily Ford
2013· review· en· Journal of Scholarly Publishing· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+open_science+research_integrityconsensus · metaresearch+bibliometrics+scholarly_communication
141
citations
venueno affunlabeled
Effective Strategies for Increasing Citation Frequency
Nader Ale Ebrahim, Hadi Salehi, Mohamed Amin Embi, Farid Habibi Tanha, Hossein Gholizadeh, Seyed Mohammad Motahar +1 more
2013· article· en· International Education Studies· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communicationconsensus · none
140
citations
affunlabeled
Same data, different conclusions: Radical dispersion in empirical results when independent analysts operationalize and test the same hypothesis
Martin Schweinsberg, Michael B. Feldman, Nicola Staub, Olmo R. van den Akker, Robbie C. M. van Aert, Marcel A. L. M. van Assen +172 more
2021· article· en· Organizational Behavior and Human Decision Processes· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+insufficient_payloadconsensus · none
136
citations
affno abstractunlabeled
Analysis and Visualization of Citation Networks
Dangzhi Zhao, Andreas Strotmann
2015· article· en· Synthesis lectures on information concepts, retrieval, and services· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communicationconsensus · bibliometrics
136
citations
afffundgemma · metaresearchgpt · metaresearch+scholarly_communicationmodels split
How Long Is Too Long in Contemporary Peer Review? Perspectives from Authors Publishing in Conservation Biology Journals
Vivian M. Nguyen, Neal Haddaway, Lee F.G. Gutowsky, Alexander D. M. Wilson, Austin J. Gallagher, Michael Donaldson +2 more
2015· article· en· PLoS ONE· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communicationconsensus · metaresearch+bibliometrics
133
citations
aboutno affunlabeled
The misleading narrative of the canonical faculty productivity trajectory
Samuel F. Way, Allison C. Morgan, Aaron Clauset, Daniel B. Larremore
2017· article· en· Proceedings of the National Academy of Sciences· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+sts+open_scienceconsensus · metaresearch+sts
132
citations
affunlabeled
The gendered nature of authorship
Chaoqun Ni, Elise Smith, Haimiao Yuan, Vincent Larivière, Cassidy R. Sugimoto
2021· article· en· Science Advances· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communicationconsensus · metaresearch
129
citations
affno abstractunlabeled
Public use and public funding of science
Yian Yin, Yuxiao Dong, Kuansan Wang, Dashun Wang, Benjamin F. Jones
2022· article· en· Nature Human Behaviour· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+sts+scholarly_communication+insufficient_payloadconsensus · bibliometrics
120
citations

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