{"id":"W2518636877","doi":"10.5220/0005921600150023","title":"A Systematic Assessment of Operational Metrics for Modeling Operator Functional State","year":2016,"lang":"en","type":"article","venue":"","topic":"Engineering Diagnostics and Reliability","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Thales (Canada)","funders":"","keywords":"Computer science; Operator (biology)","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":[0.0002754754,0.00008288359,0.0001715558,0.00007374519,0.00002057298,0.00001308882,0.00005382844,0.00003145242,0.00003422928],"category_scores_gemma":[0.0001991842,0.00004981947,0.00005383514,0.00008810135,0.000007253668,0.00006479735,0.00001064393,0.00002821379,0.000002907023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007017018,"about_ca_system_score_gemma":0.00003373765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002034116,"about_ca_topic_score_gemma":0.000001270199,"domain_scores_codex":[0.9993404,0.000006903943,0.0003065281,0.00009058852,0.0001481673,0.0001074434],"domain_scores_gemma":[0.9992828,0.0003703205,0.0000132841,0.0001185098,0.000173378,0.000041679],"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":[9.386509e-7,0.00001929391,0.0001803863,0.00271542,0.00006363942,9.90719e-8,0.000006583236,0.9861946,0.004079606,0.006558729,0.0001293122,0.00005144646],"study_design_scores_gemma":[0.0002486484,0.0000232267,0.0001390568,0.0004909782,0.00001587275,5.551799e-7,0.000004380837,0.9973572,0.001398534,0.0002137671,0.00002347559,0.0000843181],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05639277,0.0001530695,0.9424917,0.00003484947,0.0003224281,0.0003230711,0.00004852826,0.00007601541,0.00015758],"genre_scores_gemma":[0.9766943,0.00006781791,0.02294726,0.00000855318,0.00003256623,0.0001273722,0.000005205886,0.00001665133,0.0001003064],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9203015,"threshold_uncertainty_score":0.2031579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01482058113305096,"score_gpt":0.2378958058151845,"score_spread":0.2230752246821335,"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."}}