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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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Biodiesel Production and Applications
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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.

707 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.
707 works in the cohort · of 4,299,418page 1 of 15

Labels cover 0 of 707 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 707 of 707 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.

afffundno abstractunlabeled
Perspectives on biodiesel as a sustainable fuel
Jidon Janaun, Naoko Ellis
2009· article· en· Renewable and Sustainable Energy Reviews· Engineering
machine prediction:candidate · noneconsensus · none
604
citations
affno abstractunlabeled
Biodiesel production using a membrane reactor
Marc A. Dubé, André Y. Tremblay, J. Liu
2006· article· en· Bioresource Technology· Engineering
machine prediction:candidate · noneconsensus · none
372
citations
afffundunlabeled
Production of Biodiesel from Castor Oil: A Review
Carlos S. Osorio‐González, Natali Gómez-Falcon, Fabiola Sandoval-Salas, Rahul Saini, Satinder Kaur Brar, Antonio Avalos Ramírez
2020· review· en· Energies· Engineering
machine prediction:candidate · noneconsensus · none
145
citations
afffundno abstractunlabeled
Thermal deoxygenation and pyrolysis of oleic acid
Justice Asomaning, Paolo Mussone, David C. Bressler
2013· article· en· Journal of Analytical and Applied Pyrolysis· Engineering
machine prediction:candidate · noneconsensus · none
137
citations
afffundunlabeled
Pyrolytic Decarboxylation and Cracking of Stearic Acid
K. Maher, Kathlyn M. Kirkwood, Murray R. Gray, David C. Bressler
2008· article· en· Industrial & Engineering Chemistry Research· Engineering
machine prediction:candidate · noneconsensus · none
122
citations
venueno affunlabeled
Recent trends in biodiesel production
Meisam Tabatabaei, Keikhosro Karimi, Ilona Sárvári Horváth, Rajeev Kumar
2015· article· en· Biofuel Research Journal· Engineering
machine prediction:candidate · noneconsensus · none
100
citations

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