{"id":"W2823473119","doi":"10.4050/f-0074-2018-12795","title":"Higher Harmonic Control A Historical Perspective","year":2018,"lang":"en","type":"article","venue":"","topic":"Control Systems in Engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Perspective (graphical); Harmonic analysis; Computer science; Control (management); Engineering; Electronic engineering; Artificial intelligence","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":[],"consensus_categories":[],"category_scores_codex":[0.00007354967,0.0001328695,0.0001821586,0.00006959235,0.00002974008,0.00001795527,0.0001167057,0.00006581356,0.0004779251],"category_scores_gemma":[0.00002091128,0.0001258713,0.00006018369,0.000117803,0.00001707048,0.00007337295,0.00001091824,0.0001164813,0.0003920445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001323101,"about_ca_system_score_gemma":0.000007467161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009516167,"about_ca_topic_score_gemma":0.00002174894,"domain_scores_codex":[0.9993252,0.000009624405,0.0001506844,0.0001420667,0.0001169155,0.000255483],"domain_scores_gemma":[0.9995882,0.00004095361,0.000009534951,0.000209643,0.00007365162,0.00007804094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001568129,0.0001890949,0.00254914,0.0002311715,0.002087691,0.0001332098,0.004114331,0.02587746,0.2104965,0.2732175,0.4642901,0.01665697],"study_design_scores_gemma":[0.002987159,0.0001759465,0.00573585,0.00003378652,0.00006746605,0.00002989336,0.000109196,0.3091978,0.00220825,0.0008240429,0.6777791,0.0008513955],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01373646,0.004043085,0.4358624,0.0009229743,0.00919002,0.000506047,0.000005141454,0.004083457,0.5316504],"genre_scores_gemma":[0.9942109,0.00000297286,0.0004468306,0.00005080392,0.001115304,0.00003013942,1.479858e-7,0.00004100626,0.004101916],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9804744,"threshold_uncertainty_score":0.5232944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008113622566615374,"score_gpt":0.1991915997664184,"score_spread":0.191077977199803,"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."}}