{"id":"W4254057781","doi":"10.1007/978-3-662-53120-4_6521","title":"Adaptive Control","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Iterative Learning Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007480198,0.0003376305,0.0005045182,0.0001032111,0.00001775427,0.00003658251,0.0001315124,0.0003150018,0.001560888],"category_scores_gemma":[0.00000485901,0.0003090618,0.0001461361,0.000007700505,0.00001903104,0.00005300368,0.00001170824,0.0004557756,0.008227725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001141228,"about_ca_system_score_gemma":0.00002275228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003391538,"about_ca_topic_score_gemma":0.00000720704,"domain_scores_codex":[0.999173,0.00001091036,0.0002385895,0.0002054378,0.0001753981,0.0001966536],"domain_scores_gemma":[0.9994438,0.00009940778,0.00005191212,0.0002922005,0.00006345464,0.00004925338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003375369,0.000002940819,0.00002034901,0.0001554346,0.001238058,0.00004502101,0.0001634572,0.03907321,0.0003073676,0.903297,0.0498134,0.005849993],"study_design_scores_gemma":[0.0007888683,0.00007656426,0.00001558124,0.0001816681,0.00005356358,0.000007486046,0.000004652522,0.08110657,0.000007486323,0.0005652988,0.916651,0.0005413085],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001825807,0.0009547104,0.02402509,0.0000194352,0.0008551702,0.0004649237,0.00003173305,0.0005441128,0.973103],"genre_scores_gemma":[0.1165584,0.000008786776,0.00007450508,0.00009084196,0.0003887285,0.000008192479,0.00001133251,0.000137791,0.8827215],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9027317,"threshold_uncertainty_score":0.9999362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007432818038972644,"score_gpt":0.1703712035499791,"score_spread":0.1629383855110065,"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."}}