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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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Recycling and Waste Management Techniques
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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
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

984 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.
984 works in the cohort · of 4,299,418page 8 of 20

Labels cover 3 of 984 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 984 of 984 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
MALT | Chemistry of Malting
Marta S. Izydorczyk, M. J. Edney
2003· book-chapter· en· Elsevier eBooks· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
7
citations
affunlabeled
Induction charging of granular materials in an electric field
Y. Wu, G.S.P. Castle, I.I. Inculet
2004· article· en· Conference Record of the 2004 IEEE Industry Applications Conference, 2004. 39th IAS Annual Meeting.· Environmental Science
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations
affunlabeled
Treatment of reliability for reuse and remanufacture
T. Murayama, Lingyu Shu
2002· article· en· Proceedings Second International Symposium on Environmentally Conscious Design and Inverse Manufacturing· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
6
citations
venueno affunlabeled
TSA: An Expert System for Solid Waste Transfer Station
Latifah Abd Manaf, Goh Pei Pei, Nur Ilyana Mohd Zukki, Mohd Armi Abu Samah
2009· article· en· Journal of Sustainable Development· Environmental Science
distilled prediction:candidate · noneconsensus · none
5
citations
affno abstractunlabeled
Modeling the depolymerization of plastics
Alexander K. Best, P. Majumdar, Linda J. Broadbelt
2025· article· en· Nature Chemical Engineering· Environmental Science
distilled prediction:candidate · noneconsensus · none
5
citations
affunlabeled
A Survey on Various Aproaches to e-waste management
L. Srinivasan, Manan Agarwal, Shubhodeep Sarkar, Md Asif Kamal Quadri, Dhruv Gulati
2022· article· en· 2022 International Conference on Computer Communication and Informatics (ICCCI)· Environmental Science
distilled prediction:candidate · noneconsensus · none
5
citations

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