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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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TransNav the International Journal on Marine Navigation and Safety of Sea Transportation
Topic
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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.

12 results · 1 filter active ·
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20152025
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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.
12 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 12 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 12 of 12 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Data Analysis to Evaluate Reliability of a Main Engine
Mohan Anantharaman, Rabiul Islam, Faisal Khan, Vikram Garaniya, Barrie Lewarn
2019· article· en· TransNav the International Journal on Marine Navigation and Safety of Sea Transportation· Engineering
distilled prediction:candidate · noneconsensus · none
16
citations
aboutno affunlabeled
Iceberg Melting and Climate Change in NW Atlantic Waters
Sergio E. Perez-Gruszkiewicz, W. K. Peterson
2018· article· en· TransNav the International Journal on Marine Navigation and Safety of Sea Transportation· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About