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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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Air Quality Monitoring and Forecasting
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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.

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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.

857 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.
857 works in the cohort · of 4,299,418page 13 of 18

Labels cover 0 of 857 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 857 of 857 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affno abstractunlabeled
10.1145/3712285.3787157
AI Generated
2000· article· en· Time to knit· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Analysis of air quality using ensemble technique
R. Hemashree, Mahalakshmi Mahalakshmi, D. Kavitha, K. S. Ranjini, G. Sushma, Konda Gokuldoss Prashanth
2025· article· en· AIP conference proceedings· Environmental Science
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Teknisk baggrundsrapport den 26. marts 2021
T. C. Petersen, Mathias Luidor Heltberg
2021· report· da· Research at the University of Copenhagen (University of Copenhagen)· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+open_science+insufficient_payloadconsensus · sts+insufficient_payload
0
citations
aboutno affunlabeled
Reliable data from low-cost sensor networks
Georgia Miskell
2018· dissertation· en· ResearchSpace (University of Auckland)· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
venueno affunlabeled
Optically Classified Aerosol Properties for Mersin - Erdemli
S. Yeşer Aslanoğlu, Gülen Güllü
2023· article· en· Proceedings of the World Congress on Civil, Structural, and Environmental Engineering· Environmental Science
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Data for Breivik et al. 2020 COSMIC Release
Katelyn Breivik, Scott Coughlin, M. Zevin, Carl L. Rodriguez, Kyle Kremer, Claire S. Ye +5 more
2020· dataset· en· Zenodo (CERN European Organization for Nuclear Research)· Environmental Science
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Dynamic Photoadsorption Process
Silvia E. Braslavsky, André M. Braun, Alberto E. Cassano, Alexei V. Emeline, Marta I. Litter, Leonardo Palmisano +2 more
2016· dataset· en· IUPAC Standards Online· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
Modelling exposure to air pollution in Urban areas
Arthur Elessa Etuman
2023· article· fr· HAL (Le Centre pour la Communication Scientifique Directe)· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
CFD and aerosol dynamics Box-model to improve dispersion models
Emmanuel Montreuil, Sigrun Matthes, François Garnier, Víctor Archilla, Weeded Ghedhaïfi, Mattia Righi +1 more
2020· article· en· HAL (Le Centre pour la Communication Scientifique Directe)· Environmental Science
distilled prediction:candidate · noneconsensus · none
0
citations
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