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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 15 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.

affunlabeled
The Rise of Risk and Uncertainty
Bartholomew Paudyn
2014· book-chapter· en· Palgrave Macmillan UK eBooks· Social Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
affno abstractunlabeled
How Do We “Help the World Breathe”?
Stephen B. Gordon, A. Sonia Buist, Philip C. Hopewell, Kent E. Pinkerton, Peter D. Sly, T. Eoin West +4 more
2017· editorial· en· American Journal of Respiratory and Critical Care Medicine· Social Sciences
distilled prediction:candidate · stsconsensus · none
3
citations
venueno affno abstractunlabeled
A Hybrid Model of Disaster-Resilient Schools in Padang City, Indonesia
Roni Ekha Putera, Nabilaa Binti Mohamed, Warisah Wanaeloh, Aqil Teguh Fathani, Nika Saputra, Tengku Rika Valentina +1 more
2025· article· International Journal of Safety and Security Engineering· Social Sciences
distilled prediction:candidate · noneconsensus · none
3
citations
affunlabeled
Assessing IT disaster recovery plans
Osama El‐Temtamy, Munir Majdalawieh, Lela Pumphrey
2016· article· en· Information and Computer Security· Social Sciences
distilled prediction:candidate · noneconsensus · none
3
citations

How this was built: Screen · Findings · About