{"id":"W2238283829","doi":"10.1007/978-3-642-28959-0_6","title":"Shadowed Fuzzy Sets: A Framework with More Freedom Degrees for Handling Uncertainties Than Interval Type-2 Fuzzy Sets and Lower Computational Complexity Than General Type-2 Fuzzy Sets","year":2012,"lang":"en","type":"book-chapter","venue":"Studies in computational intelligence","topic":"Fuzzy Logic and Control Systems","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Fuzzy logic; Type (biology); Interval (graph theory); Fuzzy set; Fuzzy set operations; Mathematics; Mathematical optimization; Fuzzy classification; Computer science; Artificial intelligence; Algorithm; Combinatorics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008169964,0.001106298,0.001510438,0.0004350079,0.0006287548,0.0003304734,0.001332105,0.0004855289,0.00001596418],"category_scores_gemma":[0.0002476521,0.000945048,0.0002813938,0.0003643156,0.001614897,0.0005182411,0.001012529,0.0008677053,0.00005412869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003982141,"about_ca_system_score_gemma":0.0003967348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001490914,"about_ca_topic_score_gemma":0.0004219706,"domain_scores_codex":[0.9949531,0.0001551696,0.001286142,0.001495925,0.001201878,0.000907768],"domain_scores_gemma":[0.9942561,0.002346616,0.0007583577,0.0006213032,0.001762289,0.0002553692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005329705,0.0001283949,0.001279088,0.0004259418,0.001084341,0.00006981123,0.005345468,0.2191586,8.160401e-7,0.7622498,0.001266713,0.008458061],"study_design_scores_gemma":[0.0006502221,0.0008094596,0.001559869,0.001794036,0.000119176,0.0001485417,0.0008875513,0.128419,0.000001644437,0.8633895,0.0009333564,0.001287647],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01273064,0.06244792,0.8627352,0.004720432,0.01334377,0.006078541,0.001084694,0.0009480673,0.03591073],"genre_scores_gemma":[0.7469305,0.000550319,0.248046,0.000668799,0.0008171482,0.0001609636,0.000352906,0.0001194148,0.002353969],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7341999,"threshold_uncertainty_score":0.9993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.107788650813172,"score_gpt":0.339634144085771,"score_spread":0.231845493272599,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}