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

630 results · 1 filter active ·
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20052021
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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.
630 works in the cohort · of 4,299,418page 1 of 13

Labels cover 0 of 630 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 630 of 630 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Asymmetric Incremental Sheet Forming
J. Jeswiet
2005· article· en· Advanced materials research· Engineering
distilled prediction:candidate · noneconsensus · none
41
citations
affunlabeled
Functional Finishes for Wool-Eco Considerations
Peter Ingham, Steven J. McNeil, Matthew R. Sunderland
2012· article· en· Advanced materials research· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
27
citations
affunlabeled
Dynamic Study of Thin Wall Part Turning
Philippe Lorong, A. Larue, Alexis Perez Duarte
2011· article· en· Advanced materials research· Engineering
distilled prediction:candidate · noneconsensus · none
24
citations
affunlabeled
Robotic High Speed Machining of Aluminum Alloys
Imed Zaghbani, M. Lamraoui, V. Songmene, Marc Thomas, Mohamed El Badaoui
2011· article· en· Advanced materials research· Engineering
distilled prediction:candidate · noneconsensus · none
21
citations
affunlabeled
Custom Manufacture of a Solar Cooker – A Case Study
J. Jeswiet, Joost R. Duflou, Alexander Szekeres, P. Lefebvre
2005· article· en· Advanced materials research· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
18
citations
affunlabeled
Medical Applications of Fermentation Technology
Mahbuba Rahman
2013· article· en· Advanced materials research· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · insufficient_payloadconsensus · none
17
citations
affunlabeled
Pentose Phosphate Pathway in Disease and Therapy
Mahbuba Rahman, Mohammad R. Hasan
2014· article· en· Advanced materials research· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
16
citations
affunlabeled
Texture Evolution in Linear Friction Welded Ti-6Al-4V
E. Dalgaard, F. Coghe, L. Rabet, Mohammad Jahazi, Priti Wanjara, John J. Jonas
2010· article· en· Advanced materials research· Materials Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
15
citations

How this was built: Screen · Findings · About