{"id":"W2937166846","doi":"10.3390/safety5020018","title":"How Much Practice Is Required to Reduce Performance Variability in a Virtual Reality Mining Simulator?","year":2019,"lang":"en","type":"article","venue":"Safety","topic":"Sport Psychology and Performance","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wilcoxon signed-rank test; Session (web analytics); Virtual reality; Driving simulator; Simulator sickness; Computer science; Test (biology); Simulation; Situation awareness; Situational ethics; Perception; Consistency (knowledge bases); Applied psychology; Psychology; Human–computer interaction; Artificial intelligence; Engineering; Mann–Whitney U test; Statistics; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00360682,0.0005129886,0.0006811545,0.0004093774,0.0004181578,0.0008360422,0.001178997,0.001287385,0.001924401],"category_scores_gemma":[0.02851559,0.0002515166,0.0003836266,0.000190799,0.0003778455,0.001029839,0.0005822789,0.0007291968,0.0008099584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004273501,"about_ca_system_score_gemma":0.00107454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001060204,"about_ca_topic_score_gemma":0.002393656,"domain_scores_codex":[0.9971584,0.001045342,0.0002833864,0.0003835275,0.0008384691,0.000290789],"domain_scores_gemma":[0.9888157,0.005175452,0.002326433,0.000917233,0.001502415,0.001262724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001591492,0.01176441,0.1104032,0.002819118,0.0003205577,0.0003985717,0.003638608,0.005365035,0.08202084,0.000312586,0.004189534,0.777176],"study_design_scores_gemma":[0.0004322334,0.03931594,0.8833988,0.00178682,0.0003169763,0.002146969,0.006437904,0.01303599,0.03150038,0.001712579,0.01967609,0.0002392286],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9684027,0.001158355,0.02335979,0.002640403,0.0001982823,0.0004775434,0.00009304229,0.000571196,0.003098627],"genre_scores_gemma":[0.9495717,0.001440608,0.04640258,0.0005899913,0.0001405291,0.0005785757,0.0001519473,0.00006791661,0.001056206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00360682,"threshold_uncertainty_score":0.01907498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03543331156637865,"score_gpt":0.3572253416525817,"score_spread":0.3217920300862031,"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."}}