{"id":"W2110608635","doi":"10.1007/s12283-011-0060-9","title":"The influence of impact location and angle on the dynamic impact response of a Hybrid III headform","year":2011,"lang":"en","type":"article","venue":"Sports Engineering","topic":"Automotive and Human Injury Biomechanics","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact; Ontario Neurotrauma Foundation; University of Ottawa","funders":"","keywords":"Angular acceleration; Angular velocity; Kinematics; Linear relationship; Linear acceleration; Physics; Mathematics; Acceleration; Statistics; Classical mechanics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004261095,0.00009336921,0.0001413359,0.00008363729,0.00003618555,0.000003391827,0.00005725374,0.00002057575,0.00002280691],"category_scores_gemma":[0.00008947793,0.00004902373,0.00005393186,0.0001184577,0.00004734956,0.00004482526,0.00001781486,0.00009075789,6.935993e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005431018,"about_ca_system_score_gemma":0.00005408963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005339196,"about_ca_topic_score_gemma":0.000001535179,"domain_scores_codex":[0.9994761,0.000007351326,0.0001809129,0.00007948452,0.0001293957,0.0001267001],"domain_scores_gemma":[0.9994753,0.00007035315,0.00009018737,0.0002538508,0.000067163,0.0000431498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.02168391,0.0008269647,0.047102,0.001000321,0.001250912,0.0002785995,0.02411973,0.01757486,0.8536699,0.01311386,0.0004066371,0.0189723],"study_design_scores_gemma":[0.0002537344,0.000822462,0.9646158,0.0002306484,0.00003432496,0.0000497042,0.0001027738,0.007560422,0.02611983,0.0001174133,0.0000226801,0.0000702701],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991959,0.0001321553,0.0003666081,0.00002330364,0.00002468025,0.0001854061,0.000007341362,0.00001902445,0.00004558443],"genre_scores_gemma":[0.9998425,0.00004234127,0.00003475456,0.00001133323,0.000007853244,0.00000414959,0.000002205066,0.00001260468,0.00004225014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9175137,"threshold_uncertainty_score":0.199913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009463830968149584,"score_gpt":0.2492877612182711,"score_spread":0.2398239302501215,"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."}}