{"id":"W4394841431","doi":"10.32920/25613343","title":"Elevating the USS Simulator Experience: A Resilient Design for Instructors and Students Alike","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Aerospace and Aviation Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Simulation; Flight simulator; Software portability; Computer science; Joystick; Software; Simulator sickness; Operating system; Virtual reality","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001549508,0.0002019598,0.0001874112,0.00007062281,0.00007481159,0.0001318567,0.0003102309,0.000242544,0.00001699876],"category_scores_gemma":[0.00005333227,0.0001419612,0.00005146034,0.00008935671,0.00005022984,0.00002529591,0.0005606803,0.0003540508,0.000006478335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005953572,"about_ca_system_score_gemma":0.00001948262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009806384,"about_ca_topic_score_gemma":0.000007173959,"domain_scores_codex":[0.9991134,0.00001262667,0.0002309159,0.0002810812,0.0001625346,0.000199476],"domain_scores_gemma":[0.9994984,0.0001080231,0.00003725064,0.0002948014,0.00002845764,0.0000330271],"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":[0.00006512074,0.00009010173,0.02123271,0.003372221,0.00137266,0.00001971068,0.04489533,0.8178062,0.01132476,0.02930466,0.02349715,0.04701943],"study_design_scores_gemma":[0.001039116,0.0001506271,0.002933488,0.0005422774,0.0001869801,0.000009374401,0.01153279,0.8836894,0.05235826,0.03937962,0.006772524,0.001405558],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9494335,0.0005734444,0.04755097,0.0001537772,0.0007152442,0.0008459716,0.00001100135,0.0006239936,0.00009207119],"genre_scores_gemma":[0.9949127,0.0000776181,0.004076582,0.00005214833,0.00007381351,0.0003541638,0.000004227245,0.00004214647,0.0004065739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06588322,"threshold_uncertainty_score":0.5789011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02123676186977911,"score_gpt":0.2940587005423919,"score_spread":0.2728219386726128,"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."}}