{"id":"W7018447568","doi":"","title":"Effect of acceleration time history in motorcoach frontal collision on passenger safety under uncertainty of seating posture","year":2017,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Western Canada Research Grid; Compute Canada","keywords":"Parametric statistics; Collision; Kinematics; Crash; Acceleration; Work (physics); Poison control; Seat belt","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":[0.0004897864,0.0003292434,0.0003762503,0.0003926349,0.0002539045,0.0005288341,0.0003070289,0.0005274749,0.0009766667],"category_scores_gemma":[0.002904209,0.0001874695,0.0004065665,0.0002742577,0.000292967,0.0002803617,0.0004680897,0.0002820583,0.0001126499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002158523,"about_ca_system_score_gemma":0.0002338915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002980582,"about_ca_topic_score_gemma":0.002067705,"domain_scores_codex":[0.9997558,0.00004367938,0.00001141183,0.00004526564,0.00006973038,0.00007407613],"domain_scores_gemma":[0.9984491,0.001033446,0.0002057377,0.0001055516,0.0001347682,0.00007137832],"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":[0.002401023,0.0003020806,0.1467589,0.0002466182,0.0001668418,0.00211935,0.000424705,0.7352133,0.07834009,0.0005152249,0.0003223577,0.0331894],"study_design_scores_gemma":[0.00002458901,0.002532419,0.3491093,0.00003868401,0.000136635,0.0004890385,0.0006809254,0.6117436,0.03454741,0.0002809175,0.0003412204,0.00007531437],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979922,0.00005312384,0.001577783,0.00001285809,0.000004619524,0.000003683238,0.00004404605,0.00001897431,0.000292777],"genre_scores_gemma":[0.9997985,0.00001913917,0.00009518812,0.000001771256,8.306351e-7,0.000001398402,0.00002172948,0.000001988175,0.00005942093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002980582,"threshold_uncertainty_score":0.00592649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01078156519843385,"score_gpt":0.2254925663098371,"score_spread":0.2147110011114033,"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."}}