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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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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.

1,403 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.
1,403 works in the cohort · of 4,299,418page 7 of 29

Labels cover 1 of 1,403 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 1,403 of 1,403 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Expert evaluation system for pothole defect detection
Premjeet Singh, Rashinda Wijethunga, Ayan Sadhu, Jagath Samarabandu
2025· article· en· Expert Systems with Applications· Engineering
distilled prediction:candidate · noneconsensus · none
15
citations
venueno affunlabeled
High-Performance Concrete Technology
Bob Drake
2007· article· en· Bridges Conversations in Global Politics and Public Policy· Engineering
distilled prediction:candidate · noneconsensus · none
15
citations
aboutno affunlabeled
Comparison of Bridge Live Loads in US and Europe
Anjan Ramesh Babu, Olga Iatsko, Andrzej S. Nowak
2018· article· en· Structural Engineering International· Engineering
distilled prediction:candidate · noneconsensus · none
14
citations
fundno affunlabeled
The risk of tripping accidents on public footways
Stephen R. Bird
2008· article· en· Proceedings of the Institution of Civil Engineers - Municipal Engineer· Engineering
distilled prediction:candidate · noneconsensus · none
13
citations

How this was built: Screen · Findings · About