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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.

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
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.

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 14 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.

affvenueaboutunlabeled
Les impacts psychosociaux de la tempête de verglas au Québec
Johanne Charbonneau, Françoise-Romaine Ouellette, Stéphanie Gaudet
2006· article· fr· Santé mentale au Québec· Social Sciences
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
4
citations
affunlabeled
Crisis management in a primary school
Colette barclay
2004· article· en· Teacher Development· Social Sciences
distilled prediction:candidate · noneconsensus · none
4
citations
venueaboutno affunlabeled
The Emergence of Emergency
Sara Matthews
2020· article· en· TOPIA Canadian Journal of Cultural Studies· Social Sciences
distilled prediction:candidate · noneconsensus · none
4
citations
affno abstractunlabeled
Sociological aspects of natural hazards
N. Nirupama, Costas Armenakis
2012· article· en· Natural Hazards· Social Sciences
distilled prediction:candidate · noneconsensus · none
4
citations
afffundaboutunlabeled
Disaster Risk in Canada – A Data-Driven Discussion
Nirupama Agrawal, Indra Adjikari, Nathan Yiu
2021· article· en· Canadian Journal of Emergency Management· Social Sciences
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
affaboutunlabeled
Are We Prepared for the Next Disaster? Evidence from Ice Storm
Ali Asgary, Ali Vaezi, Nooreddin Azimi
2021· article· en· International Journal of Disaster Management/International journal of disaster management/Smong News· Social Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+open_scienceconsensus · none
3
citations

How this was built: Screen · Findings · About