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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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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
Evidence
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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 4 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundaboutunlabeled
Do Codes of Ethics Actually Shape Legal Practice
Margaret Ann Wilkinson, Christa Walker, Peter Mercer
2000· article· en· Scholarship@Western (Western University)· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
7
citations
affaboutno abstractunlabeled
Regulating Law Firms in Canada
Adam M. Dodek
2012· article· en· SSRN Electronic Journal· Social Sciences
distilled prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Fighting Fair
Allan C. Hutchinson
2015· book· en· Cambridge University Press eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Academic Librarians, Open Access, and the Ethics of Care
Cara Bradley
2021· article· en· Journal of Librarianship and Scholarly Communication· Social Sciences
distilled prediction:candidate · scholarly_communication+research_integrityconsensus · scholarly_communication
6
citations
affaboutunlabeled
Women, Private Practice and Billable Hours
Shabnum Durrani, Parbudyal Singh
2011· article· en· Compensation & Benefits Review· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
venueno affunlabeled
Becoming an Ethical Scholarly Writer
Tim Hatcher
2010· article· en· Journal of Scholarly Publishing· Social Sciences
distilled prediction:candidate · metaresearch+scholarly_communication+research_integrity+insufficient_payloadconsensus · scholarly_communication
6
citations

How this was built: Screen · Findings · About