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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 7 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.

venueno affunlabeled
Night Drawing
Chantal Meng
2023· article· en· Ethnologies· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
Issue Information ‐ IPAC
2023· paratext· en· Canadian Public Administration· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
venueno affno abstractunlabeled
Outdoor-Lighting Regulation Workshop
Rémi Lacasse
2010· article· en· Journal of the Royal Astronomical Society of Canada· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
venueno affunlabeled
Argentinean Experience in Highways Led Lighting
Pablo Rubén Ixtaina, Alejandro Armas, Braian Bannert, Nicolás Bufo
2017· article· en· Energy and Environment Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
1
citations
venueno affunlabeled
Population Surface Generation: Separating Urban and Rural
Yongxin Deng, A. C. L. Frantz, Alexis Araoz
2017· article· en· Cartographica The International Journal for Geographic Information and Geovisualization· Environmental Science
distilled prediction:candidate · sts+scholarly_communicationconsensus · none
1
citations
aboutno affunlabeled
Blinded by the lights
Caroline Williams
2005· article· en· The New Scientist· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
July Mean Daily Minimum Temperatures
2010· report· en· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
fundno affunlabeled
RESCUER: Cosmological K-corrections for star clusters
Marta Reina-Campos, William E. Harris
2023· preprint· en· arXiv (Cornell University)· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
fundno affunlabeled
Implementation and Test of a LED-Based Lamp for a Lighthouse
Luca Mercatelli, D. Jafrancesco, F. Francini, D. Fontani, Elisa Sani, S. Coraggia +2 more
2014· article· en· International Journal of Photoenergy· Environmental Science
distilled prediction:candidate · noneconsensus · none
1
citations
afffundvenueunlabeled
Solid State Lighting: review of health effects
Christophe Martinsons, Jennifer A. Veitch, Sarah Loughran, Ashley Nixon, Rohan Mate, Rachael Harris +1 more
2024· book· en· NPARC· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
1
citations
venueno affno abstractunlabeled
10.1016/0304-3908(79)90055-9
2000· article· en· Time to knit· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
aboutno affunlabeled
OFFICE LIGHTING FOR LIGHT-SENSITIVE INDIVIDUALS: A PILOT TEST
Jennifer Veitch, Chantal Arsenault, Anca D. Galasiu, P. Gauthier, S. Mancini, Andrew B. Nixon +1 more
2023· article· en· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
affunlabeled
LIGHTCURVE PHOTOMETRY OPPORTUNITIES: 2013 OCTOBER-DECEMBER.
Brian D. Warner, Alan W. Harris, Petr Pravec, Josef Ďurech, L. A. M. Benner
2013· article· en· PubMed· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
1
citations
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