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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
aboutaboutness

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 3 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
Applied scotobiology in luminaire design
R. Dick
2013· article· en· Lighting Research & Technology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
18
citations
affaboutunlabeled
The impact of image resolution on power, bias, and confounding
Michael A. McIsaac, Eric Sanders, Theres Kuester, Kristan J. Aronson, Christopher C. M. Kyba
2021· article· en· Environmental Epidemiology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
17
citations
afffundunlabeled
LENS
Jinwei Zhao, Jianping Pan
2024· article· en· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
17
citations
venueno affunlabeled
The Contribution of Street Lighting to Light Pollution
Peter D. Hiscocks, Sverrir Guðmundsson
2010· article· en· Journal of the Royal Astronomical Society of Canada· Environmental Science
distilled prediction:candidate · noneconsensus · none
15
citations
aboutno affunlabeled
iNUIT: Internet of Things for Urban Innovation
Francesco Carrino, Elena Mugellini, Omar Abou Khaled, Nabil Ouerhani, Juergen Ehrensberger
2016· article· en· Future Internet· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
14
citations
afffundunlabeled
Simulating the aurora borealis
Gladimir V. G. Baranoski, Jon Rokne, Peter Shirley, T. Trondsen, Rui Bastos
2002· article· en· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
14
citations
affno abstractunlabeled
Lighting the Lamp
Barbara Pesut
2000· article· en· Journal of Christian Nursing· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
13
citations
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