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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 Annual Meeting of the Fuzzy Information, 2004. Processing NAFIPS '04.
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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.

31 results · 1 filter active ·
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20042004
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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.
31 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 31 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 31 of 31 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Rough set approximations in formal concept analysis
Yiyu Yao, Yaohua Chen
2004· article· en· IEEE Annual Meeting of the Fuzzy Information, 2004. Processing NAFIPS '04.· Computer Science
distilled prediction:candidate · noneconsensus · none
80
citations
affunlabeled
A rough sets based approach to feature selection
M. Zhang, JingTao Yao
2004· article· en· IEEE Annual Meeting of the Fuzzy Information, 2004. Processing NAFIPS '04.· Computer Science
distilled prediction:candidate · noneconsensus · none
68
citations
affunlabeled
Fuzzy logic in agent-based game design
Yifan Li, Petr Musı́lek, L. Wyard-Scott
2004· article· en· IEEE Annual Meeting of the Fuzzy Information, 2004. Processing NAFIPS '04.· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
37
citations
affunlabeled
Interval clustering using fuzzy and rough set theory
Pawan Lingras, Rui Yan
2004· article· en· IEEE Annual Meeting of the Fuzzy Information, 2004. Processing NAFIPS '04.· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
15
citations
afffundunlabeled
Approximate reasoning and Semantic Web Services
Marek Reformat, DengMing Li, Cuong Ly
2004· article· en· IEEE Annual Meeting of the Fuzzy Information, 2004. Processing NAFIPS '04.· Computer Science
distilled prediction:candidate · noneconsensus · none
4
citations
affunlabeled
Similarity confidence level for fuzzy rulebases
Hui Li, Scott Dick, Witold Pedrycz
2004· article· en· IEEE Annual Meeting of the Fuzzy Information, 2004. Processing NAFIPS '04.· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
A fuzzy set approach to extracting keywords from abstracts
Masoud Makrehchi, Mohamed S. Kamel
2004· article· en· IEEE Annual Meeting of the Fuzzy Information, 2004. Processing NAFIPS '04.· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
2
citations
affunlabeled
Hardware design issues of fuzzy neural networks
A.F. Gobi, Witold Pedrycz
2004· article· en· IEEE Annual Meeting of the Fuzzy Information, 2004. Processing NAFIPS '04.· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
A fuzzy enhancement schema for density-typed mammograms
Jennifer A. Lyon, D. Nikitenko, Michael A. Wirth
2004· article· en· IEEE Annual Meeting of the Fuzzy Information, 2004. Processing NAFIPS '04.· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations

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