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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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Rough Sets and Fuzzy Logic
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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.

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 8 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
Maximal Clique Enumeration in Finding Near Neighbourhoods
Christopher J. Henry, Sheela Ramanna
2013· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrow+scholarly_communicationconsensus · none
12
citations
affno abstractunlabeled
A Q-learning approach to attribute reduction
Yuxin Liu, Zhice Gong, Keyu Liu, Suping Xu, Hengrong Ju, Xibei Yang
2022· article· en· Applied Intelligence· Computer Science
distilled prediction:candidate · noneconsensus · none
12
citations
affno abstractunlabeled
Association Reducts: Complexity and Heuristics
Dominik Ślȩzak
2006· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
12
citations
affno abstractunlabeled
ε-Near Collections
James F. Peters, Maciej Borkowski
2011· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
11
citations
afffundno abstractunlabeled
Algebraic approaches to granular computing
Hua Mao, Mengjun Hu, Yiyu Yao
2019· article· en· Granular Computing· Computer Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
11
citations
affunlabeled
Optimization in Discovery of Compound Granules
Andrzej Jankowski, James F. Peters, Andrzej Skowron, Jarosław Stepaniuk
2008· article· en· Fundamenta Informaticae· Computer Science
distilled prediction:candidate · noneconsensus · none
11
citations
afffundno abstractunlabeled
Pairs of orthogonal countable ordinals
Claude Laflamme, Maurice Pouzet, Norbert Sauer, Imed Zaguia
2014· article· en· Discrete Mathematics· Computer Science
distilled prediction:candidate · noneconsensus · none
11
citations
affno abstractunlabeled
Transactions on Rough Sets II: rough Sets and Fuzzy Sets
James F. Peters, Andrzej Skowron, Didier Dubois, Jerzy W. Grzymala‐Busse, Masahiro Inuiguchi
2005· book· en· HAL (Le Centre pour la Communication Scientifique Directe)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
11
citations
affno abstractunlabeled
An Addition Strategy for Reduct Construction
Cong Gao, Yiyu Yao
2014· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
10
citations
affunlabeled
Querying Relational Concept Lattices
Zeina Azmeh, Marianne Huchard, Amedeo Napoli, Amine Mohamed Rouane Hacene, Petko Valtchev
2011· article· en· HAL (Le Centre pour la Communication Scientifique Directe)· Computer Science
distilled prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
On Mining Ordering Rules
Yiyu Yao, Ying Sai
2001· book-chapter· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
10
citations
affunlabeled
Multiple-Aspect Analysis of Semantic Trajectories
Konstantinos Tserpes, Chiara Renso, Stan Matwin
2020· book· en· Lecture notes in computer science· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
10
citations
affunlabeled
Granular Information Retrieval
S. K. M. Wong, Yiyu Yao, Cory J. Butz
2000· book-chapter· en· Studies in fuzziness and soft computing· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
10
citations
affno abstractunlabeled
Transactions on Rough Sets XV
James F. Peters, Andrzej Skowron
2012· book· en· Transactions on rough sets· Computer Science
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
10
citations
affno abstractunlabeled
Thriving Rough Sets
Guoyin Wang, Andrzej Skowron, Yiyu Yao, Dominik Ślȩzak, Lech Polkowski
2017· book· en· Studies in computational intelligence· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
10
citations
affno abstractunlabeled
Core set analysis in inconsistent decision tables
Linzi Yin, Weihua Gui, Chunhua Yang, Xiaoli Wang, Charles X. Ling
2013· article· en· Information Sciences· Computer Science
distilled prediction:candidate · noneconsensus · none
9
citations
affno abstractunlabeled
Application of soft granulation theory to permeability analysis
H. O. Ghaffari, Mostafa Sharifzadeh, Kourosh Shahriar, Witold Pedrycz
2008· article· en· International Journal of Rock Mechanics and Mining Sciences· Computer Science
distilled prediction:candidate · noneconsensus · none
9
citations
affunlabeled
Investigating a relevance of fuzzy mappings
Witold Pedrycz, George Vukovich
2000· article· en· IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
9
citations

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