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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
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 26 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.

affunlabeled
Essays on upper echelons
2021· dissertation· en· eScholarship@McGill (McGill)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Saskatchewan Agriculture Today - July 16
2018· other· en· Bulletin of Miscellaneous Information (Royal Gardens Kew)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
aboutno affunlabeled
Aboriginal disaster resilience planning
2016· article· en· Arca (British Columbia Electronic Library Network)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Jungle aid...the story continues.
Emma Neve
2013· article· en· PubMed· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Conclusions and looking forward
Alexandra Williamson, Diana Leat, Susan D. Phillips
2023· other· en· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
The Wireless Revolution
Peter Anderson, Gordon A. Gow
2003· book-chapter· en· International series in management science/operations research/International series in operations research & management science· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Global emergencies
2005· editorial· en· Canadian Medical Association Journal· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Bulletin de veille : Vol 6, no 4, 2012
2012· other· fr· Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Response from Stroup and Wong
Sarah S. Stroup, Wendy H. Wong
2018· article· en· International Politics Reviews· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Hamilton, Ontario
John Purcell
2011· article· en· Raven A Journal of Vexillology· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
venueaboutno affunlabeled
Surviving a Pandemic
Heather Snell
2020· article· fr· Jeunesse Young People Texts Cultures· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
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