{"id":"W2608475165","doi":"10.1007/s10999-017-9373-6","title":"Effect of seat belt and head restraint on occupant’s response during rear-end collision","year":2017,"lang":"en","type":"article","venue":"International Journal of Mechanics and Materials in Design","topic":"Automotive and Human Injury Biomechanics","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Qatar National Research Fund; National Highway Traffic Safety Administration; University of Toronto","keywords":"Head (geology); Collision; Solid mechanics; Engineering; Structural engineering; Aeronautics; Geology; Materials science; Computer science; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002655701,0.0001202284,0.000366941,0.0002652895,0.00007513685,0.00008338936,0.0001775467,0.00008994133,0.00003687877],"category_scores_gemma":[0.0006731111,0.00009056667,0.0000428677,0.00001641779,0.00003366959,0.0001169668,0.0000955486,0.0001171235,9.85694e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007078639,"about_ca_system_score_gemma":0.00005669557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001619503,"about_ca_topic_score_gemma":0.000002068068,"domain_scores_codex":[0.9987411,0.0002346067,0.0004297047,0.0001338758,0.000353507,0.0001071638],"domain_scores_gemma":[0.9988815,0.0002213846,0.0004979865,0.000153058,0.0001740961,0.00007193637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.03895017,0.00007841228,0.00006358352,0.00007790786,0.00009251579,0.0005798034,0.0001638113,0.000004222116,0.9548323,0.002936003,0.00004686583,0.002174445],"study_design_scores_gemma":[0.004374447,0.00545948,0.01260532,0.001327135,0.00005385565,0.0005941758,0.00002718332,0.0001464326,0.971837,0.003419672,0.0000631314,0.0000921617],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975706,0.00006306627,0.001020123,0.000433779,0.0006592784,0.0001954843,0.00003377242,0.000003516649,0.00002043072],"genre_scores_gemma":[0.9985399,0.0004776198,0.0007329465,0.00004167724,0.0001336253,0.000002252755,0.000001926649,0.00001292292,0.00005709866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03457572,"threshold_uncertainty_score":0.3693202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03314021328503673,"score_gpt":0.3522906037025887,"score_spread":0.3191503904175519,"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."}}