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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.

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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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Social Studies of Science
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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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aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

90 results · 1 filter active ·
Categories
Machine labels · sparse coverage
Evidence
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
90 works in the cohort · of 4,299,418page 1 of 2

Labels cover 37 of 90 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 90 of 90 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
The Drugs Don't Work
2003· article· en· Social Studies of Science· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
331
citations
affgemma · stsgpt · insufficient_payloadmodels split
Ghosts in the Machine
2009· article· en· Social Studies of Science· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · stsconsensus · none
298
citations
affno abstractgemma · stsgpt · no categorymodels split
Water: Political, biopolitical, material
2012· article· en· Social Studies of Science· Social Sciences
distilled prediction:candidate · stsconsensus · sts
270
citations
affunlabeled
The Network Studio
2004· article· en· Social Studies of Science· Arts and Humanities
distilled prediction:candidate · stsconsensus · sts
118
citations
affunlabeled
From Eugenics to Scientometrics
2007· article· en· Social Studies of Science· Arts and Humanities
distilled prediction:candidate · stsconsensus · sts
72
citations
affunlabeled
Making Classifications (at) Work
2005· article· en· Social Studies of Science· Arts and Humanities
distilled prediction:candidate · stsconsensus · sts
54
citations
affgemma · stsgpt · stsmodels agree
Towards a Sociology of Measurement:
2000· article· en· Social Studies of Science· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · stsconsensus · none
48
citations
aboutno affgemma · no categorygpt · insufficient_payloadmodels split
Situation Normal? Repairing a Risky Ecology
2007· article· en· Social Studies of Science· Decision Sciences
distilled prediction:candidate · metaresearch+stsconsensus · none
38
citations
afffundaboutgemma · stsgpt · stsmodels split
When citizen science is public relations
2021· article· en· Social Studies of Science· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · sts
31
citations
affaboutunlabeled
On Telling Regulatory Tales
2001· article· en· Social Studies of Science· Social Sciences
distilled prediction:candidate · stsconsensus · sts
18
citations
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