{"id":"W3204666641","doi":"10.18280/ijsse.110413","title":"Communication and Decision Support Systems","year":2021,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Robotics and Automated Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Decision support system; Risk analysis (engineering); Work (physics); Computer science; Emergency management; Flood myth; Process management; Computer security; Knowledge management; Business; Engineering; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002241294,0.00007209069,0.0001474951,0.00008323681,0.00002152833,0.00009570387,0.000103503,0.00004865488,0.000008897971],"category_scores_gemma":[0.00003692591,0.00007141327,0.00003060313,0.00004590269,0.000008971402,0.0001800186,0.00003906999,0.0001501711,0.000001016343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003707662,"about_ca_system_score_gemma":0.00001187667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000282274,"about_ca_topic_score_gemma":0.000001498116,"domain_scores_codex":[0.9993419,0.000008935447,0.0003449721,0.00004908961,0.0001856382,0.00006947897],"domain_scores_gemma":[0.9995486,0.0000881463,0.00005309563,0.00006731291,0.0001827834,0.00006005647],"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":[0.00003585751,0.00003301369,0.0004619792,0.000174253,0.0004014863,0.0002785579,0.001344785,0.9649004,0.00489517,0.01295735,0.0004627275,0.01405446],"study_design_scores_gemma":[0.0007521373,0.00002376104,0.002432888,0.0005965398,0.00002015701,0.002414934,0.0002709708,0.9626771,0.0006095501,0.0004071668,0.02962601,0.0001688184],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7780393,0.02336363,0.1919059,0.0004106115,0.004512219,0.00009349963,0.00003586664,0.0001221772,0.001516886],"genre_scores_gemma":[0.9922853,0.005619252,0.001952601,0.000008601173,0.0001103021,3.826208e-7,0.000006067797,0.00001033972,0.000007163285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.214246,"threshold_uncertainty_score":0.2912149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005533260496749082,"score_gpt":0.2159736565212305,"score_spread":0.2104403960244815,"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."}}