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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.

392 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.
392 works in the cohort · of 4,299,418page 5 of 8

Labels cover 392 of 392 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 392 of 392 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affgemma · stsgpt · metaresearch+stsmodels split
Affective Labor in Integrative STS Research
T. Y. Branch, Geneviève Duché
2022· article· en· Science Technology & Human Values· Social Sciences
distilled prediction:candidate · metaresearch+stsconsensus · metaresearch+sts
8
citations
affgemma · stsgpt · stsmodels agree
Dermatoglyphics and the Persistence of `Mongolism'
Fiona A. Miller
2003· article· en· Social Studies of Science· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · stsconsensus · none
8
citations
affgemma · stsgpt · no categorymodels split
Agricultural biotechnology and regulatory innovation in India
Julia Freeman, Terre Satterfield, Milind Kandlikar
2011· article· en· Science and Public Policy· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
8
citations
affgemma · stsgpt · stsmodels agree
Target Practice
Jon R. Lindsay
2017· article· en· Science Technology & Human Values· Social Sciences
distilled prediction:candidate · metaresearch+stsconsensus · sts
8
citations
affgemma · stsgpt · stsmodels agree
Evolution as a fact? A discourse analysis
Jason Jean, Yixi Lu
2018· article· en· Social Studies of Science· Arts and Humanities
distilled prediction:candidate · stsconsensus · sts
7
citations
affgemma · stsgpt · no categorymodels split
The shipwreck of the singular
David Healy, Kalman Applbaum
2014· letter· en· Social Studies of Science· Economics, Econometrics and Finance
distilled prediction:candidate · stsconsensus · none
6
citations
affno abstractgpt · stsgrok · no categoryopus · stsmodels split
Is Machine Listening Listening?
Jonathan Sterne
2022· article· en· DOAJ (DOAJ: Directory of Open Access Journals)· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
6
citations
affgemma · stsgpt · no categorymodels split
Hubris and Sciences
Eleftherios P. Diamandis, Nick Bouras
2018· preprint· en· F1000Research· Social Sciences
distilled prediction:candidate · sts+insufficient_payloadconsensus · sts
6
citations
afffundaboutgemma · stsgpt · no categorymodels split
Bioarchaeology, Bioethics, and the Beothuk
Daryl Pullman
2017· article· en· American Anthropologist· Arts and Humanities
distilled prediction:candidate · stsconsensus · sts
6
citations
affgemma · stsgpt · no categorymodels split
What Does it Mean that PRIMES is in P?
Boaz Miller
2009· article· en· Social Studies of Science· Arts and Humanities
distilled prediction:candidate · stsconsensus · sts
6
citations
venueno affgemma · stsgpt · scholarly_communicationmodels split
Brief History of Science Translation in China
Jianzhong Xu
2005· article· en· Meta Journal des traducteurs· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
5
citations
affgemma · metaresearch+stsgpt · metaresearch+scholarly_communicationmodels split
Gendered disruptions in academic publishing during COVID‐19
Jelena Golubović, KATHLEEN INGLIS, CHEYANNE CONNELL
2022· article· en· American Ethnologist· Social Sciences
distilled prediction:candidate · stsconsensus · none
5
citations
aboutno affgemma · stsgpt · stsmodels split
Science, Politics, and Identity in Northern Research Ethics Licensing
Lisa‐Jo K. van den Scott
2012· article· en· Journal of Empirical Research on Human Research Ethics· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometrics+sts+scholarly_communication+research_integrityconsensus · metaresearch+sts+research_integrity
5
citations
affgemma · stsgpt · stsmodels agree
What's Social About Social Construction?
Christopher Powell
2001· article· en· Social Studies of Science· Decision Sciences
distilled prediction:candidate · stsconsensus · sts
4
citations
affgpt · no categorygrok · no categoryopus · stsmodels split
Menger and Nöbeling on pointless topology
Mathieu Bélanger, Jean‐Pierre Marquis
2013· article· en· Logic and Logical Philosophy· Arts and Humanities
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations

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