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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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Photovoltaic Systems and Sustainability
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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.

942 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.
942 works in the cohort · of 4,299,418page 2 of 19

Labels cover 2 of 942 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 942 of 942 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundaboutunlabeled
The Agrivoltaic Potential of Canada
Uzair Jamil, Abigail C. Bonnington, Joshua M. Pearce
2023· preprint· en· Preprints.org· Environmental Science
distilled prediction:candidate · noneconsensus · none
17
citations
affno abstractunlabeled
Progress in Sustainable Energy Technologies Vol II
İbrahim Dinçer, Adnan Mi̇di̇lli̇, Haydar Küçük
2014· book· en· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
13
citations
aboutno affunlabeled
Q3/Q4 2018 Solar Industry Update
D. Feldman, Anna Ebers, Robert Margolis
2019· report· en· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
13
citations
affunlabeled
Solar Panel Recycling from Circular Economy Viewpoint: A Review
K Sivagami, Siddharth Bose, Anil Kumar Vinayak, Malavika Sreenivas, Ahana Ghosh, Mukundan Narasimhan +1 more
2024· review· en· Applied Solar Energy· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
11
citations
affunlabeled
Effects of solar panels on electrical networks
Péter Bencs, Mohammed Alktranee, Károly Marcell Mészáros
2020· article· en· Analecta Technica Szegedinensia· Environmental Science
distilled prediction:candidate · noneconsensus · none
10
citations
affunlabeled
Impacts of Wind and Solar on Fossil-Fueled Generators: Preprint
D. Lew, Greg Brinkman, Nikhil Kumar, P. M. Besuner, D. Agan, S. Lefton
2012· article· en· University of North Texas Digital Library (University of North Texas)· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
8
citations
aboutno affunlabeled
Q2/Q3 2018 Solar Industry Update
D. Feldman, Robert Margolis
2018· report· en· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
7
citations
affunlabeled
Wind and Solar Curtailment: International Experience and Practices
D. Lew, Lori Bird, Michael Milligan, Bethany Speer, Enrico Maria Carlini, Ana Estanqueiro +9 more
2013· article· en· Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
7
citations
venueno affunlabeled
A Systematic Review of Floating Photovoltaic Plant Environmental Impacts
Larissa Faria, Michael Männich, Marcelo Coelho, Jucimara Andreza Rigotti, Tobias Bleninger, Jean Ricardo Simões Vitule
2025· review· en· Journal of Sustainable Development· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
aboutno affunlabeled
Summer 2023 Solar Industry Update [Slides]
David Feldman, Krysta Dummit, Jarett Zuboy, Robert Margolis
2023· report· en· Environmental Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
6
citations
afffundaboutunlabeled
Energy Policy for Agrivoltaics in Alberta Canada
Uzair Jamil, Joshua M. Pearce
2022· preprint· en· Preprints.org· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
6
citations

How this was built: Screen · Findings · About