{"id":"W3093987989","doi":"10.1049/el.2020.1857","title":"New approach to model‐order selection","year":2020,"lang":"en","type":"article","venue":"Electronics Letters","topic":"Control Systems and Identification","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Selection (genetic algorithm); Order (exchange); Computer science; Artificial intelligence; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001651669,0.001323009,0.001257817,0.001228256,0.0006909344,0.001361748,0.001201687,0.0008342142,0.004282706],"category_scores_gemma":[0.004177274,0.0006457899,0.0008722495,0.0007213844,0.0007117619,0.001499555,0.001628899,0.001979558,0.001281179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007436703,"about_ca_system_score_gemma":0.001748416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001877271,"about_ca_topic_score_gemma":0.002549348,"domain_scores_codex":[0.998503,0.0004532727,0.00009604284,0.0002577692,0.0006050196,0.00008487884],"domain_scores_gemma":[0.998269,0.0006519088,0.0001572376,0.0004124476,0.0004504632,0.00005903175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002475809,0.0002105764,0.001594144,0.0003451261,0.0001912167,0.0003399194,0.0002610578,0.3832133,0.01938954,0.1871153,0.007289725,0.3998027],"study_design_scores_gemma":[0.00003148451,0.0001003559,0.0002960694,0.00002303067,0.0000277676,0.0001338106,0.00001815633,0.947899,0.003263069,0.04033032,0.007845504,0.00003130746],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001573607,0.0001688809,0.996156,0.00006919695,0.00005216475,0.0000301926,0.00002829357,0.0002172841,0.001704384],"genre_scores_gemma":[0.2064374,0.0006526799,0.7836034,0.0002150566,0.0003267771,0.0002380929,0.0003856186,0.0002662037,0.007874791],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004282706,"threshold_uncertainty_score":0.01432711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009697871735512507,"score_gpt":0.1835677509750454,"score_spread":0.1738698792395329,"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."}}