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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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Landslides and related hazards
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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.

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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.

2,683 results · 1 filter active ·
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20002025
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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.
2,683 works in the cohort · of 4,299,418page 7 of 54

Labels cover 0 of 2,683 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 2,683 of 2,683 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Condicionantes Geomorfológicos dos Deslizamentos nas Encostas: Avaliação de Metodologias e Aplicação de Modelo de Previsão de Áreas Susceptíveis
Nelson Ferreira Fernandes, Renato Fontes Guimarães, Roberto Arnaldo Trancoso Gomes, Bianca Carvalho Vieira, David R. Montgomery, Harvey Greenberg
2001· article· pt· Revista Brasileira de Geomorfologia· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
53
citations
afffundunlabeled
Rockfall detection using LiDAR and deep learning
Ioannis Farmakis, Paul-Mark DiFrancesco, D. Jean Hutchinson, Nicholas Vlachopoulos
2022· article· en· Engineering Geology· Environmental Science
distilled prediction:candidate · noneconsensus · none
51
citations
aboutno affunlabeled
Mountain Geomorphology
Grant A. Meyer, Jane Selverstone
2005· article· en· Eos· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
51
citations
venueno affunlabeled
An improved landslide mobility model
Julian SH Kwan, H.W. Sun
2006· article· en· Canadian Geotechnical Journal· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
51
citations
aboutno affunlabeled
THE NORTH AMERICAN PUBLIC AVALANCHE DANGER SCALE
Grant Statham, Pascal Haegeli, Karl W. Birkeland, Ethan Greene, Clair Israelson, Bruce Tremper +4 more
2010· article· en· 2010 International Snow Science Workshop· Environmental Science
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
50
citations
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