{"id":"W4390344767","doi":"10.18280/jesa.560617","title":"Designing Model-Free Control with Intelligent Controller for Autopilot Altitude Regulation in Aircraft","year":2023,"lang":"fr","type":"article","venue":"Journal Européen des Systèmes Automatisés","topic":"Vehicle Dynamics and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Autopilot; Controller (irrigation); Control engineering; Control theory (sociology); Altitude (triangle); Aeronautics; Control (management); Computer science; Engineering; Artificial intelligence; Mathematics; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002252714,0.0006132675,0.001149474,0.0006821828,0.0003816882,0.000570609,0.0006102037,0.000292021,0.00004523751],"category_scores_gemma":[0.000293875,0.0005697203,0.0003374013,0.0007574695,0.0001209913,0.0006293666,0.00007041057,0.0006514605,0.000109148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001158478,"about_ca_system_score_gemma":0.000264017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001726121,"about_ca_topic_score_gemma":0.0003992702,"domain_scores_codex":[0.9955339,0.0004226025,0.001632821,0.0004636977,0.0006769907,0.001270015],"domain_scores_gemma":[0.9976823,0.0005472877,0.0005452783,0.0004665472,0.0004028486,0.0003557674],"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":[0.0002425657,0.00007348919,0.00110864,0.0007313082,0.0005420283,0.0001673165,0.001000219,0.8695045,0.003476498,0.008687644,0.001824724,0.1126411],"study_design_scores_gemma":[0.007879743,0.0004704088,0.03570015,0.002187594,0.0002251148,0.0005371316,0.0001898612,0.9385356,0.00006597403,0.01286419,0.0007535535,0.0005906277],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04599656,0.005522082,0.9419928,0.001854644,0.001404326,0.001872178,0.0001261777,0.0005794091,0.0006518076],"genre_scores_gemma":[0.9706537,0.0004120493,0.02179164,0.00009034477,0.0006991544,0.0002385404,0.0000137547,0.0002620114,0.005838857],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9246571,"threshold_uncertainty_score":0.9996755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01862485145839944,"score_gpt":0.2370949091310412,"score_spread":0.2184700576726417,"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."}}