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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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Fuzzy Logic and Control Systems
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.

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.

637 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.
637 works in the cohort · of 4,299,418page 9 of 13

Labels cover 1 of 637 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 637 of 637 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Particle Swarm Optimization of Fuzzy ARTMAP Parameters
E. Granger, P. Henniges, L.S. Oliveira, R. Sabourin
2006· article· en· The 2006 IEEE International Joint Conference on Neural Network Proceedings· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
fundno affno abstractunlabeled
IEEE Transactions on Fuzzy Systems
2020· article· en· IEEE Transactions on Fuzzy Systems· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
2
citations
affno abstractunlabeled
Fuzzy Neural Networks
Petr Musı́lek, Madan M. Gupta
2000· book-chapter· en· Elsevier eBooks· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
afffundunlabeled
Fuzzy System with Positive and Negative Rules
Thanh Minh, Q. M. Jonathan Wu
2010· book-chapter· en· Machine Learning· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
venueno affunlabeled
New Generalizations of sup-Hesitant Fuzzy Ideals of Semigroups
Uraiwan Jittburus, Pongpun Julatha, Attaphol Pumila, Napaporn Chunsee, Aiyared Iampan, Rukchart Prasertpong
2022· article· en· International Journal of Analysis and Applications· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Fuzzy Neural Networks
Madan M. Gupta, Noriyasu Homma, Zeng-Guang Hou
2008· book-chapter· en· Studies in fuzziness and soft computing· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
Relations of granular worlds
Witold Pedrycz, George Vukovich
2002· article· en· Digital library of Zielona Gora (University of Zielona Góra)· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
COMPETITIVE LEARNING OF FUZZY MODELS
M. Andrecut, Mazhar Ali
2002· article· en· International Journal of Modern Physics B· Computer Science
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Fuzzy-neural Computation and Robotics
F. Sandoval, Zeng‐Guang Hou, Madan M. Gupta
2006· article· en· Soft Computing· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Evolving Controllers for Miniature Robots
Michael Botros
2006· book-chapter· en· Studies in fuzziness and soft computing· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
venueno affunlabeled
Tri-Endomorphisms on BCH-Algebras
Patchara Muangkarn, Cholatis Suanoom, Jirayu Phuto, Aiyared Iampan
2023· article· en· International Journal of Analysis and Applications· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
venueno affunlabeled
(inf, sup)-Hesitant Fuzzy Ideals of BCK/BCI-Algebras
Noppakao Ratchakhwan, Pongpun Julatha, Thiti Gaketem, Pannawit Khamrot, Rukchart Prasertpong, Aiyared Iampan
2022· article· en· International Journal of Analysis and Applications· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Artificial Intelligence and Soft Computing
Leszek Rutkowski, Rafał Scherer, Marcin Korytkowski, Witold Pedrycz, Ryszard Tadeusiewicz, Jacek M. Żurada
2023· book· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations

How this was built: Screen · Findings · About