{"id":"W4385488938","doi":"10.1109/icphm57936.2023.10194132","title":"Modeling Operational Risk to Improve Reliability of Unmanned Aerial Vehicles","year":2023,"lang":"en","type":"article","venue":"","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Reliability (semiconductor); Risk analysis (engineering); Reliability engineering; Computer science; Work (physics); Hazard and operability study; Risk management; Failure mode and effects analysis; Systems engineering; Engineering; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001838849,0.001072069,0.0004712447,0.0009181757,0.0002773072,0.0009876724,0.0008599119,0.00061064,0.0009526372],"category_scores_gemma":[0.004589856,0.0004608141,0.0008601098,0.0004298147,0.0005302029,0.001035448,0.0007426384,0.0009018939,0.0001166304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009670104,"about_ca_system_score_gemma":0.001472502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008764797,"about_ca_topic_score_gemma":0.006961148,"domain_scores_codex":[0.999111,0.0004342194,0.00003840332,0.00009539875,0.0002143843,0.0001066159],"domain_scores_gemma":[0.9973091,0.001781611,0.0004464831,0.0001491375,0.0002513257,0.00006238381],"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":[0.00001273539,0.00001688003,0.0006847621,0.00001556862,0.00001469664,0.00002128087,0.00003834936,0.9905482,0.0005450373,0.004318643,0.0000576487,0.00372626],"study_design_scores_gemma":[0.000002036406,0.00002046185,0.0002577031,0.000005707914,0.0000086073,0.000007122988,0.00001568194,0.9964598,0.0002907296,0.002705797,0.000223215,0.000003058783],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1592378,0.0005729066,0.8344107,0.0002792204,0.00003194414,0.0001067954,0.0001001975,0.0001530357,0.005107372],"genre_scores_gemma":[0.9227212,0.0003986769,0.07456014,0.00002767738,0.00002378903,0.0001005733,0.00008493794,0.00004276088,0.002040379],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008764797,"threshold_uncertainty_score":0.01742756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06230244348191953,"score_gpt":0.364305960513758,"score_spread":0.3020035170318384,"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."}}