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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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Photovoltaic System Optimization Techniques
Retraction
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Study design
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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.

658 results · 1 filter active ·
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20022025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
658 works in the cohort · of 4,299,418page 7 of 14

Labels cover 0 of 658 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 658 of 658 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affunlabeled
Dual Axis Solar Tracking System Using Arduino
Sagar Swami, Rahul Kumar, Neetesh Kumar
2020· article· en· Progress in Solar Energy and Engineering Systems· Energy
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
affno abstractunlabeled
Flyback Microinverters in Solar Energy Systems
Aniruddha Mukherjee, Majid Pahlevaninezhad, Gerry Moschopoulos
2013· article· en· International Telecommunications Energy Conference· Energy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
4
citations
aboutno affunlabeled
MPPT Controlled Battery Charger Design and Simulation
Bassam Al-Hanahi, Burak Akın
2017· article· en· Majlesi journal of energy management/Majlesi journal of mechatronic systems· Energy
distilled prediction:candidate · metaepi_narrowconsensus · none
4
citations
affno abstractunlabeled
Power system design of ESMO
Steve Ulrich, Jean-François Veilleux, François Landry Corbin
2008· article· en· Acta Astronautica· Energy
distilled prediction:candidate · noneconsensus · none
4
citations
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How this was built: Screen · Findings · About