{"id":"W7133086290","doi":"","title":"Wing anti-icing system control modelling and sensitivity analysis: a system identification based approach","year":2003,"lang":"","type":"dissertation","venue":"TSpace","topic":"Icing and De-icing Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sensitivity (control systems); Controller (irrigation); System identification; Identification (biology); Control system; Control theory (sociology); Wing; System dynamics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007054563,0.001102552,0.0008246766,0.0008494949,0.000395743,0.0009707749,0.0006024963,0.0008081128,0.002234035],"category_scores_gemma":[0.001939962,0.0005097074,0.0008296149,0.0004319406,0.0004474091,0.0007032282,0.0005136352,0.0008997362,0.0002919546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007372216,"about_ca_system_score_gemma":0.0008661406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006371626,"about_ca_topic_score_gemma":0.002470683,"domain_scores_codex":[0.9994127,0.0002459299,0.00002524516,0.00006156074,0.0002033835,0.00005123437],"domain_scores_gemma":[0.9990668,0.0006472399,0.00007169579,0.00005512184,0.0001491565,0.00001009968],"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":[0.00002366652,0.00002179411,0.000225252,0.00006802128,0.00002792128,0.00005573512,0.00004012575,0.9803375,0.004479594,0.003663262,0.0001595886,0.01089757],"study_design_scores_gemma":[0.0000027702,0.000019284,0.0001221871,0.000006701643,0.000007359297,0.00001290325,0.000007676404,0.9967453,0.001370901,0.001385243,0.0003145763,0.000005077249],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02465734,0.0004092471,0.9673245,0.0001408439,0.00001727107,0.00009341241,0.00006644196,0.0004096946,0.006881356],"genre_scores_gemma":[0.9238223,0.0008596672,0.07014031,0.00005562704,0.00002655216,0.0003207744,0.0001370949,0.00005644412,0.004581248],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006371626,"threshold_uncertainty_score":0.01266909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01443642566541189,"score_gpt":0.2432764027328015,"score_spread":0.2288399770673896,"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."}}