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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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Disaster Management and Resilience
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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.

1,725 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.
1,725 works in the cohort · of 4,299,418page 17 of 35

Labels cover 2 of 1,725 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 1,725 of 1,725 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

aboutno affunlabeled
Interoperability in incident command
Katherine Severson
2019· article· en· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
aboutno affno abstractunlabeled
Vernon, British Columbia
Alison Wilkes
2011· article· en· Raven A Journal of Vexillology· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affunlabeled
Living in lost futures
Danielle Taschereau Mamers
2021· article· en· Journal of Environmental Media· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affunlabeled
Preparing for the expected: cyclone threats
Heidi Turner, Fannie Couture
2024· article· en· Australian Journal of Emergency Management· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
Urban Resilience and Poverty in Malaysia
Nor Suhadah Salleh, Nor Fatimah Che Sulaiman, Suriyani Muhamad, Mohd Nasir Nawawi, Nazli Aziz, Mohd Azlan Shah Zaidi
2023· article· en· International Journal of Sustainable Development and Planning· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Encyclopedia of Disaster Relief
Carol Perry
2011· article· en· Reference Reviews· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affunlabeled
2023 Aotearoa New Zealand Sea Ice Emergency Summit
Natalie Robinson, Craig Stevens, Wolfang Rack, Melissa Bowen, Ralph Chapman, Vonda J. Cummings +6 more
2024· article· en· New Zealand Science Review· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
venueno affunlabeled
Fire Protection Services in Karachi
Syed Shahid Ali
2015· article· en· Journal of Basic & Applied Sciences· Social Sciences
distilled prediction:candidate · noneconsensus · none
2
citations
aboutno affunlabeled
The 1973 St. John River Flood Response
Rodney M. Kueneman
2005· article· en· Library, Museums and Press - UDSpace (University of Delaware)· Social Sciences
distilled prediction:candidate · noneconsensus · none
1
citations
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