{"id":"W2017548357","doi":"10.1016/j.ijar.2004.08.001","title":"New directions in fuzzy automata","year":2004,"lang":"en","type":"article","venue":"International Journal of Approximate Reasoning","topic":"Formal Methods in Verification","field":"Computer Science","cited_by":149,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Fuzzy logic; Computer science; Theoretical computer science; Automata theory; Automaton; Fuzzy set operations; Mathematics; Fuzzy set; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00602626,0.000901488,0.002198347,0.002627769,0.001793864,0.005518719,0.002492764,0.00402876,0.01204628],"category_scores_gemma":[0.01670892,0.001035941,0.002293003,0.002170288,0.007906061,0.02289702,0.00253007,0.006738782,0.001536424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00364295,"about_ca_system_score_gemma":0.001287454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002690762,"about_ca_topic_score_gemma":0.002360929,"domain_scores_codex":[0.9975939,0.0009782963,0.000174241,0.0004572954,0.0006864808,0.0001097238],"domain_scores_gemma":[0.9873372,0.00936611,0.0002144637,0.001223791,0.001527168,0.0003312915],"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":[0.00002475742,0.00001652011,0.00009177738,0.00007126006,0.00001218061,0.00002027347,0.000118947,0.001369361,0.0001081073,0.9834912,0.00176012,0.01291547],"study_design_scores_gemma":[0.0000123578,0.000009632262,0.00002865842,0.00002475871,0.000007641724,0.00001703507,0.000044721,0.009936747,0.00007966611,0.9816648,0.008166091,0.000008003509],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01949813,0.05083645,0.8227901,0.0418344,0.005589284,0.00006614481,0.0002880392,0.000403649,0.05869379],"genre_scores_gemma":[0.5066133,0.03472858,0.403963,0.006196024,0.01377091,0.0003620524,0.0004574088,0.0002792025,0.03362947],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01204628,"threshold_uncertainty_score":0.04029882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0189341741581855,"score_gpt":0.3102065770582431,"score_spread":0.2912724029000576,"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."}}