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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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Rough Sets and Fuzzy Logic
Retraction
Abstract
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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
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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.

939 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.
939 works in the cohort · of 4,299,418page 16 of 19

Labels cover 1 of 939 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 939 of 939 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Fuzzy and rough sets
Witold Pedrycz, Andrzej Skowron
2002· book· en· Oxford University Press eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
1
citations
affunlabeled
From cause to correlation and back
Bill Shipley
2000· book-chapter· en· Cambridge University Press eBooks· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Intelligence Artificielle Littéraire
Yann Audin, Mathilde Verstraete, Marcello Vitali-Rosati
2023· article· fr· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Rough Sets: Foundations and Perspectives
James F. Peters, Andrzej Skowron, Jarosław Stepaniuk
2011· book-chapter· en· Computational Complexity· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
afffundunlabeled
Multilevel and multiview data analysis
Yaohua Chen
2010· dissertation· en· oURspace (University of Regina)· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Interval Calculus
Witold Pedrycz
2020· book-chapter· en· Intelligent systems reference library· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Rough Computing
2009· book-chapter· en· Encyclopedia of Database Systems· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Towards a logic of affordances
2025· preprint· SSRN Electronic Journal· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
Interval hypergraphic lattices
Nantel Bergeron, Vincent Pilaud
2024· preprint· en· arXiv (Cornell University)· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
venueno affunlabeled
Fuzziness and Roughness in Hyperquantales
Raees Ahmad Khan, Maslina Darus, Muhammad Shoaib Farooq, Asghar Khan, Nasir Khan
2020· article· en· International Journal of Analysis and Applications· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Three-Way Strategy Design for Conflict Analysis
Chengjun Shi, Mengjun Hu, Yilin Huang, Yiyu Yao
2025· book-chapter· en· Lecture notes in computer science· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
afffundno abstractunlabeled
Towards the definition of spatial granules
Liquan Zhao, Yiyu Yao
2024· article· en· Fuzzy Sets and Systems· Computer Science
machine prediction:candidate · noneconsensus · none
0
citations
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