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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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Biomass Conversion and Biorefinery
Topic
Retraction
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Study design
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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
fundfunder
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.

115 results · 1 filter active ·
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20112025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
115 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 115 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 115 of 115 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Pathways of lignocellulosic biomass conversion to renewable fuels
Sonil Nanda, Javeed Mohammad, Sivamohan N. Reddy, Janusz A. Koziński, Ajay K. Dalai
2013· article· en· Biomass Conversion and Biorefinery· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
398
citations
fundno affno abstractunlabeled
Catalytic conversion of biomass to bio-syncrude oil
Ofei D. Mante, Foster A. Agblevor
2011· article· en· Biomass Conversion and Biorefinery· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
49
citations
afffundno abstractunlabeled
A novel dual-bed for steam gasification of biomass
Y. H. Li, Z. Chen, P. Watkinson, Xiaotao Bi, John R. Grace, C. Jim Lim +1 more
2017· article· en· Biomass Conversion and Biorefinery· Engineering
distilled prediction:candidate · noneconsensus · none
42
citations
affno abstractunlabeled
Utilization of mango wastes as a potential feedstock for the production of HMF
Roberto Muñiz‐Valencia, Guillermo Portillo‐Perez, Silvia G. Ceballos‐Magaña, Gabriela C. Cortés-Quintero, Arely Y. Nava-García, Marie‐Josée Dumont +1 more
2020· article· en· Biomass Conversion and Biorefinery· Engineering
distilled prediction:candidate · noneconsensus · none
13
citations
affno abstractunlabeled
Pyrolysis kinetics of Sal (Shorea robusta) seeds
Ranjan Pradhan, Pragyan Poonam Garnaik, Bharat Regmi, Bandita Dash, Animesh Dutta
2017· article· en· Biomass Conversion and Biorefinery· Engineering
distilled prediction:candidate · noneconsensus · none
13
citations
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