{"id":"W1537458271","doi":"10.1016/s1570-7946(03)80518-7","title":"Incident prevention training simulator","year":2003,"lang":"en","type":"book-chapter","venue":"Computer-aided chemical engineering/Computer aided chemical engineering","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Training (meteorology); Simulation; Computer science; Physics","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","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0003103644,0.002581395,0.002603866,0.0007261047,0.00007636149,0.0002748192,0.001243937,0.001943368,0.0001083736],"category_scores_gemma":[0.000106102,0.003216424,0.001071979,0.000356208,0.00008225787,0.0005559905,0.0005058968,0.002631432,0.0001224562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001617149,"about_ca_system_score_gemma":0.00007707024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001541348,"about_ca_topic_score_gemma":1.844358e-7,"domain_scores_codex":[0.9927539,0.00002106513,0.002484902,0.001821314,0.001079753,0.001839108],"domain_scores_gemma":[0.9963429,0.0004812141,0.0004028617,0.001474061,0.0002650185,0.001033927],"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":[0.0000147811,0.00003795545,4.570407e-7,0.0009878083,0.0006359718,0.0000932888,0.0001724161,0.9393362,0.04702475,0.003016079,0.0009565553,0.007723694],"study_design_scores_gemma":[0.001793653,0.00008460659,0.000001245608,0.001678827,0.0002233095,0.0002302641,0.000001549688,0.954195,0.0184581,0.0004862855,0.01989891,0.002948305],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002596475,0.001278997,0.9843511,0.00003470588,0.003847128,0.001169731,0.00005202942,0.004884321,0.001785523],"genre_scores_gemma":[0.2432002,0.0002707571,0.7262168,0.0004797488,0.01731378,0.0006049466,0.001780521,0.004705039,0.005428204],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2581343,"threshold_uncertainty_score":0.9996696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009900223505762683,"score_gpt":0.1895941584804454,"score_spread":0.1796939349746827,"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."}}