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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 6 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.

aboutno affunlabeled
Impact Factor Wars: Episode V—The Empire Strikes Back
Roger A. Brumback
2009· editorial· en· Journal of Child Neurology· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · bibliometrics+research_integrity
47
citations
affunlabeled
The Impact of Open Access Mandates on Invention
Yasin Ozcan
2020· article· en· The Review of Economics and Statistics· Decision Sciences
distilled prediction:candidate · metaresearch+scholarly_communicationconsensus · none
46
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
venueno affunlabeled
A general framework for relative impact indicators
Leo Egghe, Ronald Rousseau
2003· article· en· Canadian journal of information science· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communicationconsensus · metaresearch+bibliometrics
46
citations
affunlabeled
Five (bad) reasons to publish your research in predatory journals
Alexander M. Clark, David R. Thompson
2016· editorial· en· Journal of Advanced Nursing· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometrics+scholarly_communication+open_science+research_integrityconsensus · metaresearch+bibliometrics
45
citations
aboutno affunlabeled
Sci‐Hub: The new and ultimate disruptor? View from the front
David Nicholas, Chérifa Boukacem‐Zeghmouri, Jie Xu, Eti Herman, David Clark, Abdullah Abrizah +2 more
2018· article· en· Learned Publishing· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
44
citations
affunlabeled
Do Open Access Electronic Theses and Dissertations Diminish Publishing Opportunities in the Social Sciences and Humanities? Findings from a 2011 Survey of Academic Publishers
Marisa Ramírez, Joan Dalton, Gail McMillan, Max Read, Nancy H. Seamans
2013· article· en· College & Research Libraries· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+sts+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+bibliometrics+sts+scholarly_communication
42
citations
affunlabeled
Highly Cited Works in Spinal Disorders
Jetan H. Badhiwala, Farshad Nassiri, Christopher D. Witiw, Alireza Mansouri, Naif M. Alotaibi, Matthew E. Eagles +4 more
2018· review· en· Spine· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometrics+scholarly_communication+insufficient_payloadconsensus · bibliometrics+insufficient_payload
42
citations
affno abstractgemma · metaresearch+bibliometricsgpt · bibliometricsmodels split
Interdisciplinarity and impact: the effects of the citation time window
Shiji Chen, Yanhui Song, Fei Shu, Vincent Larivière
2022· article· en· Scientometrics· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+sts+scholarly_communicationconsensus · metaresearch+bibliometrics
42
citations
affunlabeled
Enhancing Climate Change Research With Open Science
Travis C. Tai, James P. W. Robinson
2018· article· en· Frontiers in Environmental Science· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+sts+scholarly_communication+open_scienceconsensus · bibliometrics+sts+open_science
42
citations
affgemma · bibliometricsgpt · bibliometricsmodels agree
Exploring Vietnamese co-authorship patterns in social sciences with basic network measures of 2008-2017 Scopus data
Tung Manh Ho, Ha Viet Nguyen, Thu‐Trang Vuong, Quang-Minh Dam, Hiep‐Hung Pham, Quan‐Hoang Vuong
2017· preprint· en· F1000Research· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometrics+sts+scholarly_communication+open_science+research_integrityconsensus · metaresearch+bibliometrics+open_science
41
citations
affunlabeled
Illegitimate journals scam even senior scientists
Kelly D. Cobey
2017· article· en· Nature· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+sts+scholarly_communication+open_science+insufficient_payloadconsensus · bibliometrics+insufficient_payload
41
citations
affunlabeled
Journal Impact Factor: A Bumpy Ride in an Open Space
Mirit Kaldas, Stephen Michael, Jessica Hanna, George M. Yousef
2019· review· en· Journal of Investigative Medicine· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometrics+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+bibliometrics
40
citations
affaboutgemma · bibliometricsgpt · bibliometricsmodels split
A Bibliometric Analysis of the Top Cited Articles in Sports and Exercise Medicine
Omeet Khatra, Armita Shadgan, Jack Taunton, Amir Pakravan, Babak Shadgan
2021· article· en· Orthopaedic Journal of Sports Medicine· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+insufficient_payloadconsensus · metaresearch+bibliometrics
40
citations
venueno affunlabeled
Early Career Researchers' Quest for Reputation in the Digital Age
David Nicholas, Eti Herman, Jie Xu, Chérifa Boukacem‐Zeghmouri, Abdullah Abrizah, Anthony Watkinson +2 more
2018· article· en· Journal of Scholarly Publishing· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+open_scienceconsensus · metaresearch+bibliometrics+scholarly_communication
40
citations
affunlabeled
Menage a Quoi? Optimal Number of Peer Reviewers
Richard R. Snell
2015· article· en· PLoS ONE· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+insufficient_payloadconsensus · bibliometrics+insufficient_payload
39
citations
affno abstractunlabeled
Scientific Collaboration
Reda Alhajj, Jon Rokne
2018· book-chapter· en· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+insufficient_payloadconsensus · bibliometrics+insufficient_payload
39
citations
aboutno affunlabeled
Bibliometric evaluation of pediatric neurosurgery in North America
Paul Klimo, Garrett T. Venable, Nickalus R. Khan, Douglas Taylor, Brandon A. Shepherd, Clinton J. Thompson +1 more
2014· article· en· Journal of Neurosurgery Pediatrics· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometricsconsensus · metaresearch+bibliometrics
39
citations
venueno affunlabeled
Attitudes toward Open Access, Open Peer Review, and Altmetrics among Contributors to Spanish Scholarly Journals
Francisco Segado‐Boj, Juan Martín Quevedo, Juan José Prieto Gutiérrez
2018· article· en· Journal of Scholarly Publishing· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometrics+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+bibliometrics+scholarly_communication+open_science
39
citations
affno abstractgemma · metaresearch+bibliometricsgpt · metaresearch+bibliometricsmodels agree
Gender homophily: In-group citation preferences and the gender disadvantage
Sifan Zhou, Sen Chai, Richard B. Freeman
2023· article· en· Research Policy· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+insufficient_payloadconsensus · metaresearch+bibliometrics
39
citations

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