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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 24 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.

fundno affunlabeled
Front Matter
2023· paratext· en· Bristol University Press eBooks· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
United Nations Organizations and Natural Disasters
Badaoui Rouhban
2013· book-chapter· en· Encyclopedia of earth sciences series/Encyclopedia of earth sciences· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
02-relief-georef-clipped-resampled.tif
Lucas Leemann, Leonardo Baccini
2020· dataset· fr· Harvard Dataverse· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
CA40175B
Lucas Leemann, Leonardo Baccini
2020· dataset· en· Harvard Dataverse· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affvenueunlabeled
Thermal refuge modeling: a short review
Milad Fakhari, André St‐Hilaire, Richard Martel
2025· review· en· Environmental Reviews· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
.Rhistory
Lucas Leemann, Leonardo Baccini
2020· dataset· en· Harvard Dataverse· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
A8C393EF
Lucas Leemann, Leonardo Baccini
2020· dataset· en· Harvard Dataverse· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
fsmonitor-watchman.sample
Lucas Leemann, Leonardo Baccini
2020· dataset· en· Harvard Dataverse· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Baccini and Leemann 202X.pdf
Lucas Leemann, Leonardo Baccini
2020· dataset· en· Harvard Dataverse· Social Sciences
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
affunlabeled
Staying on Track: Writing Our Way Through a Global Pandemic
Sharon Friesen, Barbara Brown, Nadia Delanoy, Roswita Dressler, Krista Francis, Jesús Enrique Hernández-Zavaleta +5 more
2023· article· en· Journal of educational thought.· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affaboutunlabeled
Natural Hazards Governance in Canada
Jack Lindsay
2018· reference-entry· en· Oxford Research Encyclopedia of Natural Hazard Science· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
fundaboutno affunlabeled
L'acte authentique notarie electronique
2001· dissertation· en· eScholarship@McGill (McGill)· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Reconsidering Disaster Risk
2025· book-chapter· Cambridge University Press eBooks· Social Sciences
machine prediction:candidate · noneconsensus · none
0
citations
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