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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
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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.

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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 ·
Categories
Machine labels · sparse coverage
Evidence
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
939 works in the cohort · of 4,299,418page 1 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Rough Sets and Current Trends in Computing
2008· book· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1,099
citations
affno abstractunlabeled
MGRS: A multi-granulation rough set
2009· article· en· Information Sciences· Computer Science
distilled prediction:candidate · noneconsensus · none
729
citations
afffundno abstractunlabeled
Three-way decision and granular computing
2018· article· en· International Journal of Approximate Reasoning· Computer Science
distilled prediction:candidate · noneconsensus · none
593
citations
afffundno abstractunlabeled
Probabilistic rough set approximations
2007· article· en· International Journal of Approximate Reasoning· Computer Science
distilled prediction:candidate · noneconsensus · none
591
citations
affunlabeled
CAIM discretization algorithm
2004· article· en· IEEE Transactions on Knowledge and Data Engineering· Computer Science
distilled prediction:candidate · noneconsensus · none
449
citations
affunlabeled
Approximate Entropy Reducts
2002· article· en· Fundamenta Informaticae· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
272
citations
affunlabeled
Rough–Fuzzy Collaborative Clustering
2006· article· en· IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
258
citations
affno abstractunlabeled
Transactions on Rough Sets I
2004· book· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
238
citations
affno abstractunlabeled
Probabilistic approach to rough sets
2007· article· en· International Journal of Approximate Reasoning· Computer Science
distilled prediction:candidate · noneconsensus · none
237
citations
affunlabeled
Game-Theoretic Rough Sets
2011· article· en· Fundamenta Informaticae· Computer Science
distilled prediction:candidate · insufficient_payloadconsensus · none
235
citations
afffundno abstractunlabeled
Tri-level thinking: models of three-way decision
2019· article· en· International Journal of Machine Learning and Cybernetics· Computer Science
distilled prediction:candidate · noneconsensus · none
235
citations
affunlabeled
Granular Computing
2013· book· en· Industrial electronics series· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
227
citations
affunlabeled
Generalized Category Discovery
2022· article· en· 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
201
citations
affno abstractunlabeled
Transactions on Rough Sets III
2005· book· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
161
citations
affunlabeled
Granular clustering: a granular signature of data
2002· article· en· IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
161
citations
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