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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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Dispute Resolution and Class Actions
Retraction
Abstract
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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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venuejournal
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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.

608 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.
608 works in the cohort · of 4,299,418page 4 of 13

Labels cover 1 of 608 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 608 of 608 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.

affno abstractunlabeled
Should Family Disputes Be Arbitrated?
Beata Kozubovska
2012· article· en· SSRN Electronic Journal· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
MEGATRENDS FOR E-COMMERCE ONLINE DISPUTE RESOLUTION IN VIETNAM
Nguyen Thi Nhu Quynh, Pham Duc Chung, Thomas G. Giglione
2022· article· en· International Journal of Ecosystems and Ecology Science (IJEES)· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Class Actions: Objectives, Experiences and Reforms (Final Report)
Jasminka Kalajdzic, Catherine Piché, Nye Thomas, Fran Carnerie, Susan Lindsay, Amita Vulimiri
2019· article· en· SSRN Electronic Journal· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
1
citations
aboutno affunlabeled
Contributors
2018· article· en· The China Journal· Business, Management and Accounting
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affaboutunlabeled
Unconscionable Inaccess to Justice
John Enman-Beech
2019· article· en· SSRN Electronic Journal· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
On the (Data) Breach of Confidence
Matt Malone
2021· article· en· SSRN Electronic Journal· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
Reflections on the Influence of Social Media on Judging
Lauwers Justice, Devind Peter
2020· article· en· Canadian journal of law and technology· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Price-fixing Class Actions: A Canadian Perspective
Charles M. Wright, Matthew D. Baer
2004· article· en· Loyola consumer law review· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Intake manifold class action settled
2008· article· en· Sealing Technology· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Facebook v. the Florida Bar
Daniel F. O', Nicolas Brien
2011· article· en· International Journal of Public Law and Policy· Business, Management and Accounting
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Acknowledgments
2023· book-chapter· en· University of British Columbia Press eBooks· Business, Management and Accounting
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
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