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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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Alternatives to the High Cost of Litigation
Topic
Retraction
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Study design
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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.

29 results · 1 filter active ·
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20002022
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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.
29 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 29 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 29 of 29 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Maintaining ADR integrity
Carrie Menkel‐Meadow
2009· article· en· Alternatives to the High Cost of Litigation· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The AAA's not‐so‐happy new year
Russ Bleemer
2006· article· en· Alternatives to the High Cost of Litigation· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Design and prevention
Charles B. Renfrew
2009· article· en· Alternatives to the High Cost of Litigation· Social Sciences
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Table of Contents
2011· article· en· Alternatives to the High Cost of Litigation· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Worldly Perspectives: Egypt
Giuseppe De Palo, Mary B. Trevor
2009· article· en· Alternatives to the High Cost of Litigation· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
CPR News
Russ Bleemer, Anna M. Hershenberg, Sara Higgins
2018· article· en· Alternatives to the High Cost of Litigation· Medicine
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Masthead
James R. Henry, W.D. Reece, Bader Omkk, Hm Nflon, Robert Mnodkin -, Robert Surclire +32 more
2000· paratext· en· Alternatives to the High Cost of Litigation· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations

How this was built: Screen · Findings · About