{"id":"W2118820410","doi":"10.23919/ecc.2007.7068579","title":"Model reduction for controllable systems","year":2007,"lang":"en","type":"article","venue":"","topic":"Model Reduction and Neural Networks","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Passivity; Reduction (mathematics); Representation (politics); Computer science; Point (geometry); Model order reduction; Control theory (sociology); Scheme (mathematics); Variable (mathematics); Algorithm; Order (exchange); Mathematical optimization; Mathematics; Artificial intelligence; Control (management); Engineering","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":[0.0004063443,0.000718077,0.0005843714,0.0003759081,0.0002756347,0.0006049109,0.0006857197,0.0004562481,0.003097012],"category_scores_gemma":[0.000945615,0.0002147347,0.000966681,0.0002390902,0.00092693,0.0006891838,0.0009427534,0.001379957,0.0006850662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004757926,"about_ca_system_score_gemma":0.0003921907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008698119,"about_ca_topic_score_gemma":0.0007765234,"domain_scores_codex":[0.9995534,0.0001383953,0.00001755481,0.0000775696,0.0001848458,0.00002836424],"domain_scores_gemma":[0.9997635,0.0001080346,0.00002013175,0.00006236772,0.00003798178,0.0000078674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007190677,0.00005169795,0.0002080675,0.000279601,0.00005680086,0.0001388701,0.0002489855,0.2434735,0.0161816,0.6623037,0.002437648,0.07454766],"study_design_scores_gemma":[0.00002283062,0.0000668013,0.00007089895,0.00001695544,0.0000185972,0.00006778801,0.00002694079,0.6826752,0.00708905,0.3009689,0.008961151,0.00001496493],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005552105,0.0002022885,0.9885549,0.0001264125,0.00003715001,0.00003859263,0.00004016299,0.0003379472,0.005110419],"genre_scores_gemma":[0.6550217,0.0008791126,0.3308161,0.0002251093,0.0001379782,0.0003848994,0.000446808,0.0003115144,0.01177674],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003097012,"threshold_uncertainty_score":0.01036048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02998412638845837,"score_gpt":0.2787010665860025,"score_spread":0.2487169401975441,"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."}}