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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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Impact of Light on Environment and Health
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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
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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.

592 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.
592 works in the cohort · of 4,299,418page 5 of 12

Labels cover 1 of 592 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 592 of 592 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Author Correction: Impact of sanitation and socio-economy on groundwater fecal pollution and human health towards achieving sustainable development goals across India from ground-observations and satellite-derived nightlight
Abhijit Mukherjee, Srimanti Duttagupta, Siddhartha Chattopadhyay, Soumendra N. Bhanja, Animesh Bhattacharya, Swagata Chakraborty +4 more
2019· erratum· en· Scientific Reports· Environmental Science
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
5
citations
aboutno affunlabeled
TEMPO at Night
James L. Carr, Heesung Chong, Xiong Liu, J. C. Houck, Virginia Kalb, Houria Madani +9 more
2025· article· en· Earth and Space Science· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
4
citations
afffundunlabeled
Effects of image intensifier halo on perceived layout
James E. Zacher, Tracey Brandwood, Paul Thomas, Margarita Vinnikov, Gancun Xu, Sion Jennings +5 more
2007· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Environmental Science
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Improved Analysis of STEVE Photographs
C. L. Bennett, Notanee Bourassa
2021· article· en· Journal of Geophysical Research Space Physics· Environmental Science
distilled prediction:candidate · noneconsensus · none
4
citations
affaboutunlabeled
Light Pollution in Quebec
Yvan Dutil
2001· article· en· Symposium - International Astronomical Union· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
3
citations
afffundaboutunlabeled
Night Vision Goggle External Lighting Effects
Greg Craig, Sion Jennings, Robert Erdos, Michel Brulotte, Todd Macuda, Stephan Carignan
2006· article· en· Proceedings of the Human Factors and Ergonomics Society Annual Meeting· Environmental Science
distilled prediction:candidate · noneconsensus · none
3
citations
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