{"id":"W2118209228","doi":"10.1109/acc.2011.5990843","title":"An improved algebraic geometric solution to the identification of switched ARX models with noise","year":2011,"lang":"en","type":"article","venue":"","topic":"Control Systems and Identification","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Embedding; Noise (video); Algebraic number; Matrix (chemical analysis); Applied mathematics; Mathematics; Rank (graph theory); Identification (biology); Differential (mechanical device); Linear system; System identification; Sequence (biology); Algorithm; Control theory (sociology); Computer science; Mathematical analysis; Data modeling; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008458275,0.001042637,0.0009682379,0.0006505839,0.0003392219,0.0007763703,0.0008800547,0.001003659,0.001975772],"category_scores_gemma":[0.002547967,0.0003891783,0.0008524891,0.0003799046,0.0006869491,0.001160538,0.001065304,0.001306268,0.0006990709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003764248,"about_ca_system_score_gemma":0.0009837882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001564418,"about_ca_topic_score_gemma":0.001145102,"domain_scores_codex":[0.9994566,0.00017409,0.00003207208,0.0001134363,0.0001883511,0.00003541933],"domain_scores_gemma":[0.999455,0.0002843006,0.00006961527,0.00004851936,0.0001225545,0.00001992226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005819269,0.00003799099,0.0003346862,0.0002044546,0.00005430371,0.0001824998,0.0002547308,0.7513672,0.01230263,0.1437789,0.001217367,0.09020691],"study_design_scores_gemma":[0.000005888726,0.0000438685,0.00005694851,0.000004758905,0.000005433819,0.00003899655,0.00001658424,0.9850921,0.00105054,0.01219439,0.001480125,0.00001024672],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001952208,0.00003665194,0.9974117,0.0000343484,0.00001391328,0.00001004868,0.00001287856,0.00006451888,0.000463835],"genre_scores_gemma":[0.361746,0.0005409191,0.6306626,0.0001449757,0.0002084181,0.0002799972,0.0002793323,0.0001413313,0.005996504],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001975772,"threshold_uncertainty_score":0.006609619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01734974963955266,"score_gpt":0.1938530799079861,"score_spread":0.1765033302684335,"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."}}