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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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venuejournal
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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
Evidence
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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 27 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. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Site Planning
Avi Friedman, Baichi Chaki
2025· book-chapter· en· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
The structure of the recovery
Peter Karl Kresl
2025· book-chapter· en· Edward Elgar Publishing eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
(P1-96) Social Context of Natural Disaster
Danielle Maltais
2011· article· en· Prehospital and Disaster Medicine· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Outroduction to Police Search and Rescue
Lorna Ferguson, Laura Huey
2023· book-chapter· en· SpringerBriefs in criminology· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Inconvenient Narratives
Kit Messham‐Muir
2023· other· en· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Prefabricated Shelters
Avi Friedman, Baichi Chaki
2025· book-chapter· en· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Karl polanyi die große transformation pdf
2024· other· de· Zenodo (CERN European Organization for Nuclear Research)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Sustainability and Vulnerability
Shirley Thompson
2005· book-chapter· en· University of Calgary Press eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
A remembrance of Steve Banwart (1959–2023)
Νikolaos P. Nikolaidis, Janet G. Hering, Timothy S. White, François Chabaux, Orfan Shouakar‐Stash
2024· article· en· Applied Geochemistry· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affvenueunlabeled
Life on Enceladus?
2018· article· en· NPARC· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affno abstractunlabeled
10.1016/s0029-7437(05)71274-x
2000· article· en· Time to knit· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Welcome to Volume 3, Edition 1 of CJEM
Alexander Fremis
2023· article· en· Canadian Journal of Emergency Management· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Foreword
2018· book-chapter· en· OECD reviews of risk management policies· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
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