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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.

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 1 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Hydrogen as an energy vector
Zainul Abdin, Ali Zafaranloo, Ahmad Rafiee, Walter Mérida, Wojciech Lipiński, Kaveh Khalilpour
2019· article· en· Renewable and Sustainable Energy Reviews· Energy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
1,104
citations
affunlabeled
Energy storage systems: a review
J. Mitali, S. Dhinakaran, Ahmad Azmin Mohamad
2022· review· en· Energy Storage and Saving· Energy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · metaepi_narrow
831
citations
affunlabeled
Clean energy and the hydrogen economy
Nigel P. Brandon, Zeynep Kurban
2017· article· en· Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences· Energy
distilled prediction:candidate · noneconsensus · none
418
citations
fundno affunlabeled
Pathways to electrochemical solar-hydrogen technologies
Shane Ardo, David Fernández Rivas, Miguel A. Modestino, Verena Schulze Greiving, Fatwa F. Abdi, Esther Alarcón‐Lladó +39 more
2018· article· en· Energy & Environmental Science· Energy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
346
citations
affno abstractunlabeled
Innovation in hydrogen production
İbrahim Dinçer, Canan Acar
2017· article· en· International Journal of Hydrogen Energy· Energy
distilled prediction:candidate · noneconsensus · none
283
citations
affunlabeled
Design of an isolated renewable hybrid energy system: a case study
Yasser F. Nassar, Samer Alsadi, Hala J. El‐Khozondar, Mohamoud S. Ismail, Maher Al-Maghalseh, Tamer Khatib +3 more
2022· article· en· Materials for Renewable and Sustainable Energy· Energy
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
191
citations
affno abstractunlabeled
A comparative review on clean hydrogen production from wastewaters
Muhammed İberia Aydın, Ali Erdogan Karaca, Ali M.M.I. Qureshy, İbrahim Dinçer
2020· review· en· Journal of Environmental Management· Energy
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
174
citations

How this was built: Screen · Findings · About