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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.

923 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.
923 works in the cohort · of 4,299,418page 6 of 19

Labels cover 923 of 923 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 923 of 923 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affgemma · metaresearch+bibliometricsgpt · bibliometrics+metaresearchmodels split
Peer review, bibliometrics and altmetrics ‐ Do we need them all?
Judit Bar‐Ilan, Stefanie Haustein, Staša Milojević, Isabella Peters, Dietmar Wolfram
2018· article· en· Proceedings of the Association for Information Science and Technology· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communicationconsensus · metaresearch+bibliometrics
11
citations
afffundgemma · bibliometrics+metaresearchgpt · metaresearchmodels split
The citation advantage of promoted articles in a cross‐publisher distribution platform: A 12‐month randomized controlled trial
Paul Kudlow, Devin Bissky Dziadyk, Alan Rutledge, Aviv Shachak, Günther Eysenbach
2019· article· en· Journal of the Association for Information Science and Technology· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communicationconsensus · metaresearch+bibliometrics
11
citations
affno abstractgemma · metaresearchgpt · metaresearch+bibliometricsmodels split
Evaluating medical conferences: the emerging need for a quality metric
Raynell Lang, Kholoud Porter, HB Krentz, M. John Gill
2019· article· en· Scientometrics· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+bibliometrics+insufficient_payload
11
citations
affgemma · bibliometricsgpt · bibliometricsmodels agree
Analysis of h-index and other bibliometric markers of productivity and repercussion of a selected sample of worldwide emergency medicine researchers
Òscar Miró, Pablo Burbano Santos, Colin A. Graham, David C. Cone, James Ducharme, Anthony Brown +1 more
2016· article· en· Emergency Medicine Journal· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+insufficient_payloadconsensus · metaresearch+bibliometrics
11
citations
aboutno affgemma · bibliometricsgpt · bibliometricsmodels agree
Pressure ulcers in patients with diabetes: a bibliometrics analysis
Junhua Dong, Lingxia Li, Min Lu, Xuejun Cheng, Yucui Zhai
2021· article· en· Annals of Palliative Medicine· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
11
citations
affgemma · bibliometricsgpt · bibliometricsmodels split
A bibliometric analysis of race-related research in LIS
Philippe Mongeon, Alison Brown, Ratna Dhaliwal, Jessalyn Hill, Amber Matthews
2021· article· en· Education for Information· Social Sciences
distilled prediction:candidate · bibliometricsconsensus · bibliometrics
11
citations
affvenuegemma · metaresearch+bibliometricsgpt · metaresearchmodels split
Research Impact Metrics: A Faculty Perspective
Mindy Thuna, Pam King
2017· article· en· Partnership The Canadian Journal of Library and Information Practice and Research· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+sts+scholarly_communicationconsensus · metaresearch+bibliometrics+scholarly_communication
11
citations
aboutno affgemma · bibliometricsgpt · bibliometricsmodels split
Antimicrobial Stewardship in Surgery: A Literature Bibliometric Analysis
Yangxi Liu, Ya Yang, Ke-Jia Le, Zaili Zhang, Min Cui, Han Zhong +1 more
2022· article· en· Frontiers in Public Health· Immunology and Microbiology
distilled prediction:candidate · bibliometricsconsensus · bibliometrics
10
citations
affgemma · bibliometricsgpt · no categorymodels split
A webometric analysis of the online vaccination debate
Anton Ninkov, Liwen Vaughan
2017· article· en· Journal of the Association for Information Science and Technology· Computer Science
distilled prediction:candidate · metaresearchconsensus · none
10
citations
affgemma · bibliometricsgpt · bibliometricsmodels split
Bibliometric analysis of the keratoconus literature
Nathan Efron, Philip B. Morgan, Lyndon Jones, Jason J. Nichols
2021· article· en· Clinical and Experimental Optometry· Medicine
distilled prediction:candidate · bibliometricsconsensus · none
10
citations
afffundno abstractgemma · bibliometricsgpt · no categorymodels split
CFMf topic-model: comparison with LDA and Top2Vec
Jean-Charles Lamirel, Francis Lareau, Christophe Malaterre
2024· article· en· Scientometrics· Social Sciences
distilled prediction:candidate · noneconsensus · none
10
citations
affno abstractgemma · bibliometricsgpt · no categorymodels split
Informetric analysis of a music database
Michael J. Nelson, J. Stephen Downie
2002· article· en· Scientometrics· Physics and Astronomy
distilled prediction:candidate · bibliometrics+insufficient_payloadconsensus · none
10
citations
fundno affgemma · bibliometricsgpt · bibliometricsmodels agree
Railway transportation of dangerous goods: a bibliometric aspect
T. O. Kolesnykova, Olena V. MATVEYEVA, Lev Manashkin, Maxym Mìshchenko
2019· article· en· MATEC Web of Conferences· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
9
citations
aboutno affgemma · bibliometricsgpt · bibliometricsmodels split
Circular Economy and Solid Waste Management: Connections from a Bibliometric Analysis
Wender Freitas Reis, Cristiane Gomes Barreto, Mauro Guilherme Maidana Capelari
2023· preprint· en· Preprints.org· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+bibliometrics+open_science+insufficient_payloadconsensus · bibliometrics+insufficient_payload
9
citations
affgemma · bibliometricsgpt · bibliometricsmodels split
City logistics: a review and bibliometric analysis
Rupinder Kaur, Anjali Awasthi
2018· review· en· International Journal of Bibliometrics in Business and Management· Engineering
distilled prediction:candidate · metaepi_narrow+bibliometricsconsensus · bibliometrics
9
citations
venueno affgemma · bibliometricsgpt · bibliometricsmodels agree
Trends in the Literature About the Adoption of Digital Banking in Emerging Economies: A Bibliometric Analysis
Julio César Acosta Prado, Joan Sebastián Rojas Rincón, Andrés Mauricio Mejía Martínez, Andrés Ricardo Riveros Tarazona
2024· article· en· Journal of risk and financial management· Business, Management and Accounting
distilled prediction:candidate · bibliometrics+scholarly_communicationconsensus · bibliometrics
9
citations
afffundvenueaboutgemma · bibliometrics+open_sciencegpt · bibliometrics+open_science+scholarly_communicationmodels split
Measuring the prevalence of open access in Canada: A national comparison
Virginie Paquet, Simon van Bellen, Vincent Larivière
2022· article· en· Canadian Journal of Information and Library Science· Decision Sciences
distilled prediction:candidate · bibliometrics+scholarly_communication+open_scienceconsensus · bibliometrics+scholarly_communication
8
citations
affno abstractgemma · bibliometrics+metaresearchgpt · bibliometricsmodels split
Scientometric portraits of recognized scientists: a structured literature review
Alexander Serenko, Mauricio Marrone, John Dumay
2022· article· en· Scientometrics· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometrics+sts+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+bibliometrics
8
citations
aboutno affgemma · bibliometricsgpt · bibliometricsmodels split
Visual analysis of coal fire detection research based on bibliometrics
Lintao Hu, Hongqing Zhu, Qi Liao, Baolin Qu, Rongxiang Gao, Ruoyi Tao +1 more
2023· article· en· International Journal of Remote Sensing· Engineering
distilled prediction:candidate · bibliometricsconsensus · none
8
citations
affno abstractgemma · bibliometricsgpt · bibliometricsmodels agree
Bibliometric analysis of personalized humanized mouse and Drosophila models for effective combinational therapy in cancer patients
Jean Paul Kamdem, Antônia Eliene Duarte, Mohammad Ibrahim, Kiven Erique Lukong, Luiz Marivando Barros, Thomas Roeder
2020· review· en· Biochimica et Biophysica Acta (BBA) - Molecular Basis of Disease· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
8
citations
affgemma · metaresearch+bibliometricsgpt · bibliometrics+metaresearchmodels split
Diversity in the medical research ecosystem: a descriptive scientometric analysis of over 49 000 studies and 150 000 authors published in high-impact medical journals between 2007 and 2022
Marie‐Laure Charpignon, João Matos, Luis Filipe Nakayama, Jack Gallifant, Pia Gabrielle I. Alfonso, Marisa Cobanaj +9 more
2025· article· en· BMJ Open· Social Sciences
distilled prediction:candidate · metaresearch+insufficient_payloadconsensus · metaresearch
8
citations

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