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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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IOP Conference Series Earth and Environmental Science
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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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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

714 results · 1 filter active ·
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20082025
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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.
714 works in the cohort · of 4,299,418page 5 of 15

Labels cover 2 of 714 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 714 of 714 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Embodied Carbon Impacts of Building Envelope Systems
Bofa Udisi, Fayez H. Osman, Mark Gorgolewski, Kevin O. Saunders, R Devraj-Kizuk, Samuel V. Kemp
2024· article· en· IOP Conference Series Earth and Environmental Science· Environmental Science
distilled prediction:candidate · stsconsensus · none
4
citations
affunlabeled
Improvement in measurement accuracy for hybrid scanner
Mohd Azwan Abbas, Zulkepli Majid, Alphonsus Chong, Derek D. Lichti
2014· article· en· IOP Conference Series Earth and Environmental Science· Earth and Planetary Sciences
distilled prediction:candidate · noneconsensus · none
4
citations
afffundunlabeled
Skateboard deck materials selection
Liu Haoyu, Tasha Coote, Aiolos, Charlie Charlie
2018· article· en· IOP Conference Series Earth and Environmental Science· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
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How this was built: Screen · Findings · About