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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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Politics and the Life Sciences
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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
venuejournal
aboutaboutness

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

31 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
31 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 31 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 31 of 31 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Measuring attitudes as a complex system
Jordan Mansell, Steven Mock, Carter Rhea, Adrienne Tecza, Jinelle Piereder
2021· article· en· Politics and the Life Sciences· Computer Science
distilled prediction:candidate · noneconsensus · none
11
citations
affunlabeled
Communities ready for takeoff
Sanne Rijkhoff, Season Hoard, Michael Gaffney, Paul M. Smith
2017· article· en· Politics and the Life Sciences· Social Sciences
distilled prediction:candidate · stsconsensus · sts
10
citations
affunlabeled
Tie my hands loosely
Daniel Rubenson
2021· article· en· Politics and the Life Sciences· Decision Sciences
distilled prediction:candidate · metaresearch+bibliometrics+scholarly_communicationconsensus · none
6
citations
affunlabeled
The Iron Law of Politics
Philip Carl Salzman
2004· article· en· Politics and the Life Sciences· Economics, Econometrics and Finance
distilled prediction:candidate · stsconsensus · none
2
citations
affunlabeled
The effects of stress on political leadership evaluations
Jordan Mansell, Ori Freiman, John McAndrews, Allison Leanage, Clifton van der Linden
2025· article· en· Politics and the Life Sciences· Social Sciences
distilled prediction:candidate · stsconsensus · sts
0
citations
affunlabeled
Barriers to SCHIP enrollment
Christina M.L. Kelton, Miriam Levitt, Margaret K. Pasquale
2005· article· en· Politics and the Life Sciences· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About