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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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Sociological Methods & 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.

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.

33 results · 1 filter active ·
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20052025
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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.
33 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 33 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 33 of 33 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
A Note on a Reformulation of the KHB Method
Richard Breen, Kristian Bernt Karlson, Anders Holm
2018· article· en· Sociological Methods & Research· Economics, Econometrics and Finance
machine prediction:candidate · noneconsensus · none
106
citations
aboutno affunlabeled
Mapping Social Distance
Michael J. White, Ann H. Kim, Jennifer E. Glick
2005· article· en· Sociological Methods & Research· Social Sciences
machine prediction:candidate · noneconsensus · none
41
citations
affaboutunlabeled
Generalization of Classic Question Order Effects Across Cultures
Tobias Stark, Henning Silber, Jon A. Krosnick, Annelies G. Blom, Midori Aoyagi, Ana Maria Belchior +10 more
2018· article· en· Sociological Methods & Research· Social Sciences
machine prediction:candidate · metaresearchconsensus · none
26
citations
affunlabeled
Figure It Out!
Daniel Silver
2018· article· en· Sociological Methods & Research· Business, Management and Accounting
machine prediction:candidate · insufficient_payloadconsensus · none
21
citations
affunlabeled
Marginal and Conditional Confounding Using Logits
Kristian Bernt Karlson, Frank Popham, Anders Holm
2021· article· en· Sociological Methods & Research· Mathematics
machine prediction:candidate · metaresearchconsensus · none
10
citations

How this was built: Screen · Findings · About