{"id":"W2080437069","doi":"10.1177/154193121005401310","title":"Advances in Modeling Situation Awareness, Decision Making, and Performance in Complex Operational Environments","year":2010,"lang":"en","type":"article","venue":"Proceedings of the Human Factors and Ergonomics Society Annual Meeting","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Variety (cybernetics); Computer science; Knowledge management; Session (web analytics); Cognition; Management science; Order (exchange); Panel discussion; Process management; Data science; Engineering; Business; Psychology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003541942,0.0001141532,0.0001461211,0.00004943146,0.0002808902,0.00004278089,0.0001149202,0.00009173812,0.00005145949],"category_scores_gemma":[0.00003509016,0.00009506828,0.00004189131,0.00005673604,0.00007998092,0.0005301475,0.00009037426,0.0002528641,9.217034e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004124604,"about_ca_system_score_gemma":0.000007587281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004330242,"about_ca_topic_score_gemma":0.00009763903,"domain_scores_codex":[0.9991813,0.00000700136,0.0003603735,0.0002170832,0.00009770916,0.0001365138],"domain_scores_gemma":[0.9996636,0.0000522162,0.0001775378,0.0000475683,0.00003570778,0.00002337312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006033818,0.00006262835,0.964534,0.00003847202,0.000008361083,2.176388e-8,0.02386576,0.001592555,0.003985725,0.003254106,0.00004571437,0.002552358],"study_design_scores_gemma":[0.0004642643,0.00002414857,0.9104379,0.0001037693,0.000004646448,0.000001794765,0.008425784,0.07921833,0.0001414192,0.0005501289,0.0004931719,0.0001346226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987047,0.00003659868,0.00005158461,0.0000328019,0.000148322,0.0001227989,0.000006515555,0.000009133108,0.0008874988],"genre_scores_gemma":[0.9990715,0.00009331745,0.0006924755,0.00005065276,0.00004177435,0.000009836283,0.000005031983,0.000009505897,0.00002590559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07762577,"threshold_uncertainty_score":0.3876772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02484534925881699,"score_gpt":0.3144716389768049,"score_spread":0.2896262897179879,"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."}}