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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.

affaffiliation
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venuejournal
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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 3 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.

aboutno affunlabeled
Hydrogen Production: Fundamentals and Case Study Summaries
Kevin Harrison, Detlef Stolten, Thomas Grube, Adam Hoskin, R.J. Remick, G. D. Martin
2010· article· en· JuSER (Forschungszentrum Jülich)· Energy
distilled prediction:candidate · metaepi_narrowconsensus · none
78
citations
affunlabeled
Optimal Design of Solar PV Farms With Storage
Yashar Ghiassi-Farrokhfal, Fiodar Kazhamiaka, Catherine Rosenberg, Srinivasan Keshav
2015· article· en· IEEE Transactions on Sustainable Energy· Energy
distilled prediction:candidate · metaepi_narrowconsensus · none
76
citations
affno abstractunlabeled
A step closer to a methanol economy
Douglas W. Stephan
2013· letter· en· Nature· Energy
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
76
citations
affvenueunlabeled
Machine learning in biohydrogen production: a review
Avinash Alagumalai, Hua Song, Somchai Wongwises, Rodrigo Ledesma‐Amaro, Omid Mahian, Mikhail А. Sheremet +1 more
2023· review· en· Biofuel Research Journal· Energy
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
72
citations
afffundno abstractunlabeled
Point-to-point transportation: The economics of hydrogen export
Tory Borsboom-Hanson, Shashank Reddy Patlolla, Omar E. Herrera, Walter Mérida
2022· article· en· International Journal of Hydrogen Energy· Energy
distilled prediction:candidate · insufficient_payloadconsensus · none
70
citations
afffundunlabeled
Rapid prototyping of electrolyzer flow field plates
Jesse R. Hudkins, Danika G. Wheeler, Bruno Peña, Curtis P. Berlinguette
2016· article· en· Energy & Environmental Science· Energy
distilled prediction:candidate · insufficient_payloadconsensus · none
68
citations
affno abstractunlabeled
Sustainable city concept based on green hydrogen energy
İbrahim Dinçer, Nader Javani, G. Kubilay Karayel
2022· article· en· Sustainable Cities and Society· Energy
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
63
citations

How this was built: Screen · Findings · About