{"id":"W2923642485","doi":"10.48550/arxiv.1903.08599","title":"LMI Properties and Applications in Systems, Stability, and Control Theory","year":2019,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Stability (learning theory); Control theory (sociology); Control (management); Mathematics; Computer science; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004246375,0.0002580847,0.0004776591,0.0001330123,0.00005053282,0.00007100936,0.000227638,0.000260156,0.000006869072],"category_scores_gemma":[0.00002255444,0.0002609794,0.00005552577,0.0001155008,0.00014651,0.0001181538,0.0001709424,0.0003630881,0.000007660984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001700785,"about_ca_system_score_gemma":0.00004774857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002689068,"about_ca_topic_score_gemma":0.0001200447,"domain_scores_codex":[0.9987894,0.0001827212,0.000232333,0.0005219119,0.00004974508,0.0002239156],"domain_scores_gemma":[0.9989967,0.0002480168,0.00006280604,0.0005462411,0.0000609215,0.00008531701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001868974,0.00007629501,0.1402029,0.004463186,0.000295635,0.00001651599,0.001064885,0.7715949,0.00048973,0.08130815,0.00001525533,0.0002856781],"study_design_scores_gemma":[0.002756262,0.00005996141,0.01360928,0.0005620923,0.0002508322,0.000005722914,0.005672139,0.9605678,0.00006596607,0.01414653,0.001280458,0.001022936],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9477031,0.005441154,0.04253068,0.00001471506,0.0002346423,0.00188138,0.00007476802,0.0001942116,0.001925331],"genre_scores_gemma":[0.9994572,0.0002817829,0.000003175023,0.000008182374,0.00004644775,0.0000224474,0.000006475226,0.00002302118,0.0001512738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1889729,"threshold_uncertainty_score":0.9999843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05191063747471188,"score_gpt":0.1536382092951274,"score_spread":0.1017275718204155,"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."}}