{"id":"W4388678978","doi":"10.1109/mcs.2023.3310434","title":"Walter Murray Wonham, 1934–2023 [Obituary]","year":2023,"lang":"en","type":"article","venue":"IEEE Control Systems","topic":"Diverse Interdisciplinary Research Studies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Obituary; Control (management); Gerontology; Management; History; Medicine; Archaeology; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001059419,0.000260538,0.0004857461,0.0003606475,0.0003365233,0.0005212465,0.001618489,0.00008313074,0.00002240187],"category_scores_gemma":[0.00009235688,0.0002134246,0.0001844622,0.0009346193,0.0001046614,0.0005797128,0.0005602824,0.0002203447,0.008751125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001444157,"about_ca_system_score_gemma":0.00007960677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001345071,"about_ca_topic_score_gemma":0.00002030479,"domain_scores_codex":[0.996913,0.0002455082,0.0004277425,0.0006656983,0.0008709914,0.0008771277],"domain_scores_gemma":[0.9981411,0.0003435325,0.0001149985,0.000952864,0.000228696,0.0002187797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006514571,0.0001472155,0.004013506,0.0002757527,0.0007081863,0.00174147,0.002835839,0.005618874,0.009264636,0.0131112,0.9576499,0.004568271],"study_design_scores_gemma":[0.005243594,0.0006316056,0.01004862,0.0004936871,0.00004595801,0.0001216389,0.001014997,0.7998906,0.0003166997,0.001690225,0.1791555,0.001346912],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1216993,0.004149286,0.5269653,0.0253848,0.09572773,0.009041807,0.0006136975,0.01117051,0.2052476],"genre_scores_gemma":[0.9727424,0.00002493671,0.00004220044,0.000129295,0.0006079138,0.0002886496,0.000003411188,0.00002076263,0.02614045],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8510431,"threshold_uncertainty_score":0.9920207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03149091059602777,"score_gpt":0.29212206445768,"score_spread":0.2606311538616523,"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."}}