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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.

affaffiliation
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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.

176 results · 1 filter active ·
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20012025
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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.
176 works in the cohort · of 4,299,418page 3 of 4

Labels cover 44 of 176 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 176 of 176 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractgemma · metaresearchgpt · metaresearchmodels split
Digital technology helps remove gender bias in academia
Julie Fortin, Bjarne R. Bartlett, Michael B. Kantar, Michelle Tseng, Zia Mehrabi
2021· article· en· Scientometrics· Social Sciences
distilled prediction:candidate · metaresearch+bibliometricsconsensus · none
16
citations
affunlabeled
Reproducibility of COVID-19 pre-prints
Annie Collins, Rohan Alexander
2022· article· en· Scientometrics· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+open_science+insufficient_payloadconsensus · metaresearch
14
citations
affno abstractgemma · metaresearch+research_integrity+bibliometricsgpt · no categorymodels split
Retraction of Predatory publishing in Scopus: evidence on cross-country differences lacks justification
Giovanni Abramo, Isidro F. Aguillo, Dag W. Aksnes, Kevin W. Boyack, Quentin L. Burrell, Juan Miguel Campanario +21 more
2022· article· en· Scientometrics· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+bibliometrics
12
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
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
affno abstractunlabeled
The effect of holding a research chair on scientists’ productivity
Seyed Reza Mirnezami, Catherine Beaudry
2016· article· en· Scientometrics· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+sts+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+bibliometrics+sts
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
affno abstractgemma · metaresearch+bibliometricsgpt · metaresearch+bibliometricsmodels split
Extending citer analysis to journal impact evaluation
Kun Lü, Isola Ajiferuke, Dietmar Wolfram
2014· article· en· Scientometrics· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communication+insufficient_payloadconsensus · metaresearch+bibliometrics+insufficient_payload
8
citations
affno abstractunlabeled
Global impact or national accessibility? A paradox in China’s science
Fei Shu, Xiaojian Wang, Sichen Liu, Junping Qiu, Vincent Larivière
2022· article· en· Scientometrics· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+sts+scholarly_communication+open_science+insufficient_payloadconsensus · metaresearch+bibliometrics
5
citations
affno abstractgemma · metaresearchgpt · bibliometricsmodels split
Statistical tests for ‘related records’ search results
Charles H. Smith, Patrick Georges, Ngoc Cuong Nguyen
2015· article· en· Scientometrics· Mathematics
distilled prediction:candidate · metaresearchconsensus · none
4
citations

How this was built: Screen · Findings · About