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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
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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
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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 12 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.

affunlabeled
Site 28 (Mott unpublished) pollen surface sample dataset
2017· dataset· en· Neotoma Paleoecological Database· Energy
distilled prediction:candidate · metaepi_narrow+scholarly_communication+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
0
citations
affunlabeled
Sources of Noise in PV Detectors
Arnold Daniels
2010· book-chapter· en· SPIE eBooks· Energy
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Introduction
Davood Naghaviha, Hassan Nikkhajoei, Houshang Karimi
2022· other· en· Energy
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
Analysis of touch potentials in solar farms
Eduardo H. Enrique, Jose D. Walsh
2014· article· en· 2014 International Conference on Renewable Energy Research and Application (ICRERA)· Energy
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
Canadian Solar Signs Agreement with Axium Infinity Solar LP to Provide Operations and Maintenance Services for Eight PV Plants Totaling Over 105 MW\n \t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n
2017· other· en· Energy
distilled prediction:candidate · metaepi_narrow+metaepi_broad+bibliometrics+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+sts+open_science+research_integrity+insufficient_payload
0
citations
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