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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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Advanced Surface Polishing Techniques
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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.

342 results · 1 filter active ·
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20002025
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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.
342 works in the cohort · of 4,299,418page 6 of 7

Labels cover 0 of 342 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 342 of 342 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Design of Silicon on Diamond Grating Couplers
Sohrab Samadi, Radovan Korčk, Jens H. Schmid, Daniel Benedikovič, O Xu, Yuri Grinberg +2 more
2024· article· en· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Abrasive Fine Finishing
Sami Chatti, Luc Laperrière, Gunther Reinhart, Tullio Tolio
2019· book-chapter· en· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Non-Ideal Processes
Robert W. Johnstone, M. Parameswaran
2004· book-chapter· en· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
TLS-Dicing for SiC - Latest Assessment Results
Dirk Lewke, Mercedes Cerezuela Barreto, Karl Otto Dohnke, Hans Ulrich Zühlke, Christian Belgardt, Martin Schellenberger
2018· article· en· Materials science forum· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Fiber Channel Skew Study for Multi-Fiber SDM
Jiachuan Lin, Zongbo Xu, Hossein Najafi, Ali Bakhshali, Xingyu Zhou, Zhuhong Zhang +1 more
2024· article· en· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Working mechanism and experimental study of split bit
Jialin Tian, Yuhang Wu, Zhe Deng, Liming Dai
2024· article· en· Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science· Engineering
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Micro Deep Hole Drilling
Sami Chatti, Luc Laperrière, Gunther Reinhart, Tullio Tolio
2019· book-chapter· en· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
0
citations
affunlabeled
Astrophysical SOC Phenomena
2024· book-chapter· en· Cambridge University Press eBooks· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
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