{"id":"W4323041935","doi":"10.18280/mmep.100117","title":"Hybrid Fuzzy Controller Design for Position Control System","year":2023,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Advanced Algorithms and Applications","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Control theory (sociology); Fuzzy control system; Controller (irrigation); Fuzzy logic; Position (finance); Control engineering; Computer science; Control (management); Engineering; Artificial intelligence; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002082186,0.000157428,0.0002378306,0.00007121037,0.00007735169,0.00004426268,0.00005698466,0.00004969931,8.176445e-7],"category_scores_gemma":[0.000009784143,0.0001460592,0.00004988838,0.00008999106,0.00001034445,0.00005936397,0.000006994358,0.00008626468,0.00002850616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002930798,"about_ca_system_score_gemma":0.000002542495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.844881e-7,"about_ca_topic_score_gemma":9.973519e-9,"domain_scores_codex":[0.9992321,0.000004145967,0.0002412288,0.000155001,0.00008109968,0.0002864691],"domain_scores_gemma":[0.9995313,0.0002357541,0.00001656968,0.0001013365,0.00002820883,0.00008688752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002694315,0.000005854935,7.020716e-8,0.0006387001,0.00002897635,7.169666e-7,0.00004622819,0.9647401,0.001115036,0.03287595,0.00006422995,0.0004814382],"study_design_scores_gemma":[0.0004774344,0.00001980359,5.155571e-7,0.0001353993,0.00002789132,0.00001191856,0.0000122489,0.9661947,0.0002707953,0.0324548,0.0002288558,0.0001656087],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002067432,0.0001465893,0.9955354,0.00004877907,0.00005943135,0.0006437391,0.00002255398,0.001384255,0.00009186099],"genre_scores_gemma":[0.8831747,0.00003567279,0.1158354,0.000005063518,0.0000786973,0.0007521979,0.00001055795,0.00006055147,0.00004714766],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8811073,"threshold_uncertainty_score":0.5956122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02084037789626784,"score_gpt":0.2066919367669695,"score_spread":0.1858515588707016,"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."}}