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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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Hybrid Renewable Energy Systems
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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.

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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

1,326 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.
1,326 works in the cohort · of 4,299,418page 20 of 27

Labels cover 0 of 1,326 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 1,326 of 1,326 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Catalyst Management for Multiampere Gas-Phase Electrolysis
F. Pelayo Garcı́a de Arquer, Cao‐Thang Dinh, David Sinton, Edward H. Sargent
2019· article· en· Proceedings of the nanoGe Fall Meeting19· Energy
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
AINA News
Patricia Wells
2020· article· en· ARCTIC· Energy
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Dr. Ibrahim Dincer
2013· article· en· Energy
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Real World Renewable Hydrogen Transport
R. Gazey, Dallia Ali, D. Aklil
2012· article· en· Journal of Technology Innovations in Renewable Energy· Energy
machine prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Power-to-Gas for energy system integration and storage
Sean Walker, Ushnik Mukherjee, Michael Fowler, Daniel van Lanen, Azadeh Maroufmashat
2016· book-chapter· en· Institution of Engineering and Technology eBooks· Energy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Sustainable Production of Hydrogen
Ghazanfar Sheikh
2021· article· en· AIJR Abstracts· Energy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Electrolyzer – Introduction | Overview
Ashkan Makhsoos, Bruno G. Pollet
2024· book-chapter· en· Elsevier eBooks· Energy
machine prediction:candidate · noneconsensus · none
0
citations
afffundno abstractunlabeled
Author Correction: Solar methanol energy storage
Athanasios A. Tountas, Geoffrey A. Ozin, Mohini Sain
2021· article· en· Nature Catalysis· Energy
machine prediction:candidate · research_integrityconsensus · none
0
citations
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