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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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Energy & Fuels
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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.

1,373 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.
1,373 works in the cohort · of 4,299,418page 1 of 28

Labels cover 3 of 1,373 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 1,373 of 1,373 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Advances in Asphaltene Science and the Yen–Mullins Model
Oliver C. Mullins, Hassan Sabbah, Joëlle Eyssautier, Andrew E. Pomerantz, Loı̈c Barré, A. Ballard Andrews +10 more
2012· article· en· Energy & Fuels· Chemistry
distilled prediction:candidate · noneconsensus · none
1,054
citations
affunlabeled
Nitrogen Removal from Oil: A Review
Glaucia H. C. Prado, Yuan Rao, Arno de Klerk
2016· review· en· Energy & Fuels· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
412
citations
affunlabeled
Liquid Intake of Organic Shales
Hassan Dehghanpour, H Zubair, Abha Chhabra, Aman Ullah
2012· article· en· Energy & Fuels· Engineering
distilled prediction:candidate · noneconsensus · none
303
citations
affunlabeled
Issues with Comparing SARA Methodologies
Abdel M. Kharrat, Jose Zacharia, V. John Cherian, Allwell Anyatonwu
2007· article· en· Energy & Fuels· Chemistry
distilled prediction:candidate · noneconsensus · none
180
citations
affunlabeled
Heavy Petroleum Composition. 3. Asphaltene Aggregation
Amy M. McKenna, Lynda J. Donald, Jade E. Fitzsimmons, Priyanka Juyal, Victor Spicer, Kenneth G. Standing +2 more
2013· article· en· Energy & Fuels· Chemistry
distilled prediction:candidate · insufficient_payloadconsensus · none
179
citations

How this was built: Screen · Findings · About