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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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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 6 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.

venueaboutno affno abstractunlabeled
Socioeconomic factors and vision health in Canada
Arthur J. Sit
2010· editorial· en· Canadian Journal of Ophthalmology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
Illuminating Economic Development in Indigenous Communities
Donna Feir, Rob Gillezeau, Maggie Jones
2017· preprint· en· RePEc: Research Papers in Economics· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
Illuminating Indigenous Economic Development
Donna Feir, Rob Gillezeau, Maggie Jones
2018· preprint· en· RePEc: Research Papers in Economics· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
2
citations
affno abstractunlabeled
Yet another note on laboratory lighting
D. J. Huntley, Marc Baril
2002· article· en· Ancient TL· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
afffundunlabeled
Solid-State Lighting: Health Effects and Knowledge Gaps
Christophe Martinsons, Jennifer A. Veitch, Sarah Loughran, Ashley Nixon, Rohan Mate, Rachael Harris +1 more
2024· article· en· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
"TRAFFIC LIGHT ISSUES FOR VISUALLY IMPAIRED PEOPLE"
Rimsha Khalid, Muhammad Waseem Iqbal, NOOR SAMAND, MARYAM ISHFAQ, RAMEEZA RASHED, SHAHARYAR RAFIQ
2022· preprint· en· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
Human-centric lighting assessment of balcony design
J. Alstan Jakubiec, Eliany Rodriguez, A C Li, Terri Peters, Ted Kesik
2023· article· en· Building Simulation Conference proceedings· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affunlabeled
Knowing What is Best
R. E. M. Griffin
2012· article· en· Proceedings of the International Astronomical Union· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
aboutno affunlabeled
Measurements of the vertical radiance profile using infrared sensors
Arthur D. van Rheenen, Erik Brendhagen, Lars T. Heen, Eirik Blix Madsen, Helge Fonnum, Pål Steenfeldt-Foss +2 more
2007· article· en· Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE· Environmental Science
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Hybrid sentient canopy
Philip Beesley, Zeliha Asya Ilgün, Giselle Bouron, D. Kadish, Jordan Prosser, Rob Gorbet +3 more
2016· article· es· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
LED TECHNOLOGY FOR BUILT AND ENVIRONMENT OF MALAYSIA
Masoud Dalman, Mona Erfanian Salim, B. Bakhtyar, Amir Mahmoud Ghafarij, Omidreza Saadatian
2014· article· en· American Journal of Applied Sciences· Environmental Science
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Visual Air Quality Management
Eric Taylor
2013· book-chapter· en· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations

How this was built: Screen · Findings · About