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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
Abstract
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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 10 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.

affaboutunlabeled
Design and Simulate a 500 MW Grid-Connected PV Farm for Labrador
Sayed Arfat Alam Quadri, Mohamad Mahdi Baalbaki, Andrew Chacko, M. Tariq Iqbal
2022· article· en· 2022 IEEE International IOT, Electronics and Mechatronics Conference (IEMTRONICS)· Energy
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
venueno affunlabeled
Shading Effect on Flow Rate of Solar DC Water Pump
Ali N. Hamoodi, Fawaz S. Abdullah, Farah I. Hameed, Bashar Mohammed Salih
2021· article· en· Instrumentation Mesure Métrologie· Energy
distilled prediction:candidate · noneconsensus · none
1
citations
venueno affunlabeled
A NEW TEST METHOD FOR SHIPPING PALLETS OF SOLAR PRODUCTS
Shu-Tsung Hsu, Yean‐San Long, Teng‐Chun Wu
2016· article· en· Transactions of the Canadian Society for Mechanical Engineering· Energy
distilled prediction:candidate · noneconsensus · none
1
citations
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How this was built: Screen · Findings · About