{"id":"W2921598390","doi":"","title":"An Introduction to Fast Time Simulations for RPAS Collision Avoidance System Evaluation","year":2018,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Software Reliability and Analysis Research","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Collision avoidance; Computer science; Collision; Collision avoidance system; Computer security","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":[0.0007687898,0.001075571,0.0007154257,0.0006501367,0.0007433797,0.001138494,0.002008847,0.001071036,0.0267585],"category_scores_gemma":[0.004414849,0.0005051257,0.0008636913,0.0007911752,0.0003359631,0.001003061,0.0009387861,0.002070367,0.003924894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008249714,"about_ca_system_score_gemma":0.0007989888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008215286,"about_ca_topic_score_gemma":0.006111823,"domain_scores_codex":[0.9993624,0.0001789324,0.0000419645,0.00004186033,0.0003051237,0.00006972968],"domain_scores_gemma":[0.9980149,0.001076627,0.00007973093,0.000203636,0.0005618439,0.00006331559],"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":[0.0001101507,0.0001431484,0.001089201,0.000306551,0.00005535746,0.0001251184,0.000131183,0.8527486,0.004984145,0.03525887,0.01615614,0.08889163],"study_design_scores_gemma":[0.00001973581,0.00003937733,0.0001837762,0.0000563132,0.00001005165,0.00005031339,0.00003317189,0.9593883,0.002649411,0.01137766,0.02617318,0.00001867049],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01206368,0.001264943,0.9405162,0.000559433,0.0005461877,0.0002547313,0.001964417,0.005210231,0.03762017],"genre_scores_gemma":[0.2661704,0.002789729,0.6913894,0.0005409552,0.0003363671,0.00116979,0.00278055,0.004895762,0.0299271],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0267585,"threshold_uncertainty_score":0.0895161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02046392925994349,"score_gpt":0.2941480854491307,"score_spread":0.2736841561891872,"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."}}