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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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IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)
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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.

133 results · 1 filter active ·
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20002012
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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.
133 works in the cohort · of 4,299,418page 1 of 3

Labels cover 0 of 133 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 133 of 133 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Rough–Fuzzy Collaborative Clustering
Sushmita Mitra, Haider Banka, Witold Pedrycz
2006· article· en· IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
258
citations
affunlabeled
Granular clustering: a granular signature of data
Witold Pedrycz, A Bargiela
2002· article· en· IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
161
citations
affunlabeled
Enhanced Sound Localization
B. Mungamuru, Parham Aarabi
2004· article· en· IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
133
citations
affunlabeled
Color Face Recognition for Degraded Face Images
Jae Young Choi, Yong Man Ro, Konstantinos N. Plataniotis
2009· article· en· IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
111
citations
affunlabeled
Phase-Based Dual-Microphone Robust Speech Enhancement
Parham Aarabi, Guang Shi
2004· article· en· IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
104
citations
affunlabeled
Abstraction and specialization of information granules
Witold Pedrycz, George Vukovich
2001· article· en· IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)· Computer Science
distilled prediction:candidate · noneconsensus · none
88
citations
affunlabeled
Two-level tuning of fuzzy PID controllers
George K. I. Mann, Bao-Gang Hu, Raymond G. Gosine
2001· article· en· IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
81
citations
affunlabeled
Learning of Fuzzy Cognitive Maps Using Density Estimate
Wojciech Stach, Witold Pedrycz, Lukasz Kurgan
2012· article· en· IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
73
citations
affunlabeled
On the ternary spatial relation "Between"
Isabelle Bloch, Olivier Colliot, Roberto M. César
2006· article· en· IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
72
citations
affunlabeled
Hybrid resistive tactile sensing
Hong Zhang, Ernest So
2002· article· en· IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
63
citations

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