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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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Legal Education and Practice Innovations
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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.

2,175 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.
2,175 works in the cohort · of 4,299,418page 14 of 44

Labels cover 6 of 2,175 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 2,175 of 2,175 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
The Social Dimension of Legal Uncertainty
Frederic R. Kellogg
2013· article· en· European Journal of Pragmatism and American Philosophy· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
Local Law Society Libraries
Ruth Martin
2001· article· en· Legal Information Management· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
affunlabeled
Knowledge Sharing in Legal Practice
Chad Saunders
2008· book-chapter· en· IGI Global eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
A Spotlight on Judicial Regulation in Australia
Suzanne Le Mire, Gabrielle Appleby, Micah B. Rankin, Alain Roussy, Lisa Webley
2014· article· en· Legal Ethics· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affaboutunlabeled
Law: A Profession, Not a Life
Trevor C. W. Farrow
2002· article· en· SSRN Electronic Journal· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
fundno affunlabeled
SLSA E‐Newsletter
2015· article· en· Journal of Law and Society· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
1
citations
venueno affno abstractunlabeled
The Case for Unifying a Profession
Cary List
2012· article· en· Accounting Perspectives· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
affvenueunlabeled
Bringing the Clinic into the 21st Century
Julie Macfarlane
2009· article· en· Windsor Yearbook of Access to Justice· Social Sciences
machine prediction:candidate · noneconsensus · none
1
citations
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