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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 19 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
Pumped Hydroelectric Energy Storage
R. A. Dunlap
2025· book-chapter· en· Synthesis lectures on renewable energy technologies· Energy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Gammarus fasciatus Say 1818
2025· article· en· Zenodo (CERN European Organization for Nuclear Research)· Energy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Hydrogen production: Nuclear methods
Rami S. El‐Emam, Rupsha Bhattacharyya
2025· book-chapter· en· Elsevier eBooks· Energy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Finding winners in the hydrogen hype
Prakash Chand Sharma, Flor Lucia De la Cruz, Jonathan Sultoon
2022· article· en· The APPEA Journal· Energy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Optimizing Regional Electrolysis Capacity
Hossein Nami, Henrik Wenzel
2024· article· en· University of Southern Denmark Research Portal (University of Southern Denmark)· Energy
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Ocean Energy-Based Hydrogen Production
İbrahim Dinçer, Haris Ishaq
2021· book-chapter· en· Elsevier eBooks· Energy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Heavy-duty LNG
Harry Hutchinson
2002· article· en· Mechanical Engineering· Energy
machine prediction:candidate · noneconsensus · none
0
citations
aboutno affunlabeled
Preface
2023· article· en· Journal of Physics Conference Series· Energy
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Novel Electrified Thermal Hydrogen Production Approaches
Henok Atile Kibret, Javad Vahabzadeh Pasikhani, Abdelrahman I. Hussain, Mohammad Khodabandehloo, Fatemeh Vatankhah, Jaber Shabanian +1 more
2025· article· en· Renewable Energies Environment and Power Quality Journal· Energy
machine prediction:candidate · noneconsensus · none
0
citations
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How this was built: Screen · Findings · About