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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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Flood Risk Assessment and Management
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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.

1,552 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.
1,552 works in the cohort · of 4,299,418page 4 of 32

Labels cover 2 of 1,552 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 1,552 of 1,552 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Flood Inundation Mapping in an Ungauged Basin
Sofia Sarchani, Konstantinos Seiradakis, Paulin Coulibaly, Ioannis K. Tsanis
2020· article· en· Water· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
51
citations
afffundaboutunlabeled
Adapting to climate change in Canada
Nils Larsson
2003· article· en· Building Research & Information· Environmental Science
distilled prediction:candidate · noneconsensus · none
49
citations
afffundno abstractunlabeled
Flood Issues in Contemporary Water Management
Jiri Marsalek, W. Ed Watt, Evžen Zeman, Friedhelm Sieker
2000· book· en· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
48
citations
afffundno abstractunlabeled
Community Flood Resilience Categorization Framework
Moustafa Naiem Abdel-Mooty, Ahmed Yosri, Wael El‐Dakhakhni, Paulin Coulibaly
2021· article· en· International Journal of Disaster Risk Reduction· Environmental Science
distilled prediction:candidate · noneconsensus · none
46
citations
affvenueaboutunlabeled
Floodplain management in Canada: overview and prospects
Rob de Loë
2000· article· en· Canadian Geographies / Géographies canadiennes· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
45
citations

How this was built: Screen · Findings · About