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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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Natural hazards and earth system sciences
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Retraction
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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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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

139 results · 1 filter active ·
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20032025
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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.
139 works in the cohort · of 4,299,418page 1 of 3

Labels cover 1 of 139 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 139 of 139 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Development of a Global Fire Weather Database
Robert D. Field, Allan Spessa, Nur Adila Ab Aziz, Andrea Camia, Alan S. Cantin, Richard Carr +7 more
2015· article· en· Natural hazards and earth system sciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
149
citations
aboutno affunlabeled
How severe space weather can disrupt global supply chains
Hagen Schulte in den Bäumen, Daniel Moran, Manfred Lenzen, Iver H. Cairns, Albert E. Steenge
2014· article· en· Natural hazards and earth system sciences· Energy
distilled prediction:candidate · noneconsensus · none
75
citations
fundno affunlabeled
The tsunami geomorphology of coastal dunes
James Goff, Emily M. Lane, Jeanne Arnold
2009· article· en· Natural hazards and earth system sciences· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
67
citations
aboutno affunlabeled
Costs of sea dikes – regressions and uncertainty estimates
Stephan Lenk, Diego Rybski, Oliver Heidrich, Richard Dawson, Jürgen P. Kropp
2017· article· en· Natural hazards and earth system sciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
34
citations
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How this was built: Screen · Findings · About