{"id":"W4394947365","doi":"10.21203/rs.3.rs-4261752/v1","title":"A Fractional Adaptive Type-2 Fuzzy Structural Control System: Theorical/Experimental Study","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Fuzzy Logic and Control Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Control theory (sociology); Fuzzy logic; Control (management); Type (biology); Fuzzy control system; Computer science; Mathematics; Artificial intelligence; Geology","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":[0.0006383397,0.0003477434,0.0004251457,0.0003926539,0.0005763941,0.0003920756,0.0005733619,0.0009850904,0.002306963],"category_scores_gemma":[0.0006499803,0.0001355813,0.0003508317,0.0002384956,0.0003846227,0.0003242361,0.0003259603,0.0003410498,0.0002176316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002948927,"about_ca_system_score_gemma":0.0002863906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002809186,"about_ca_topic_score_gemma":0.002358766,"domain_scores_codex":[0.9997627,0.00003377323,0.00001779269,0.00005188629,0.00009954261,0.00003436756],"domain_scores_gemma":[0.9995577,0.0001256721,0.00005053978,0.00008465548,0.0001475271,0.00003399507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002317338,0.001776165,0.006788676,0.00209058,0.0001762947,0.001236116,0.001464349,0.207381,0.6306428,0.006850134,0.002839119,0.1364375],"study_design_scores_gemma":[0.000183262,0.004403635,0.01044802,0.00005812215,0.00009226167,0.0002379785,0.0004279031,0.8260298,0.1525745,0.001036331,0.004434274,0.00007401178],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9196127,0.0004598135,0.0727641,0.0002404848,0.0002717697,0.0002212797,0.0001893802,0.000406208,0.005834247],"genre_scores_gemma":[0.9922156,0.00007111747,0.006581755,0.0000153273,0.000007822605,0.00005576046,0.0000323114,0.000003006105,0.001017306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002809186,"threshold_uncertainty_score":0.00771755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05480522863920234,"score_gpt":0.3747748560953639,"score_spread":0.3199696274561615,"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."}}