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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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Solar Thermal and Photovoltaic Systems
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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.

574 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.
574 works in the cohort · of 4,299,418page 6 of 12

Labels cover 0 of 574 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 574 of 574 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Solar Hot Water Heating Systems
Giovanni Barone, Annamaria Buonomano, G. Faninger, Cesare Forzano, Giovanni Francesco Giuzio, Soteris A. Kalogirou +1 more
2021· book-chapter· en· Elsevier eBooks· Energy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
3
citations
venueno affno abstractunlabeled
Mathematical Modeling and Optimization of Photovoltaic–Phase Change Material Cooling Systems for Enhanced Thermal Management in Public Electric Vehicle Charging Stations
Zainal Arifin, Singgih Dwi Prasetyo, Chico Hermanu Brillianto Apribowo, Dominicus Danardono Dwi Prija Tjahjana, Yuki Trisnoaji, Noval Fattah Alfaiz +1 more
2025· article· Journal Européen des Systèmes Automatisés· Energy
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
Weather influence on the performance of solar collector
Hakizabera Olivier, Uwayezu Emmanuel, Hirwa Gloria
2023· article· en· International Journal of Sustainable Energy and Environmental Research· Energy
distilled prediction:candidate · noneconsensus · none
2
citations
afffundunlabeled
A Dual Function Energy Store
Ron Tolmie, Marc A. Rosen
2014· article· en· Sustainability· Energy
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Experimental Analysis of Zinc Melting Using CSP
Pieter Johannes Andries Bezuidenhout, W.G. Le Roux, J.D. Steenkamp
2023· book-chapter· en· ˜The œminerals, metals & materials series· Energy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1
citations
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