{"id":"W2031169265","doi":"10.1520/jai101877","title":"A Comparison of Peak Linear and Angular Headform Accelerations Using Ice Hockey Helmets","year":2008,"lang":"en","type":"article","venue":"Journal of ASTM International","topic":"Automotive and Human Injury Biomechanics","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; Ontario Neurotrauma Foundation; University of Ottawa","funders":"","keywords":"Ice hockey; Linear acceleration; Materials science; Physics; Acceleration; Physical medicine and rehabilitation; Medicine; 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":[0.0001973559,0.0000784037,0.0002904265,0.0002746724,0.00006892528,0.0000105706,0.00009226752,0.00004721956,0.0002640341],"category_scores_gemma":[0.00009991202,0.00006485423,0.0001097407,0.00007757878,0.00006067249,0.0001907416,0.00003575431,0.0001908701,0.000003399189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006834665,"about_ca_system_score_gemma":0.0001285552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007988958,"about_ca_topic_score_gemma":0.000003047488,"domain_scores_codex":[0.9988253,0.00001783502,0.0005648725,0.00007473321,0.0004383506,0.00007895416],"domain_scores_gemma":[0.9986485,0.00003456489,0.0004893501,0.00007047247,0.0006787524,0.00007834105],"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":[0.002742992,0.004620586,0.3584733,0.0002285887,0.002944017,0.0006276901,0.01768469,0.0007498271,0.5750859,0.009363755,0.01507297,0.01240559],"study_design_scores_gemma":[0.01138233,0.006506433,0.5354604,0.001208733,0.0007463111,0.01306001,0.003252662,0.1338732,0.2387771,0.001110711,0.05397999,0.0006421273],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892852,0.0002312181,0.008935311,0.0004855496,0.0002919139,0.00005805993,0.00001382646,0.00000395681,0.0006949126],"genre_scores_gemma":[0.9881695,0.00005313181,0.01080943,0.0001287904,0.0004684406,2.841595e-7,0.000008709086,0.00000859633,0.0003531346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3363089,"threshold_uncertainty_score":0.2890988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1144587187793866,"score_gpt":0.4061301811815063,"score_spread":0.2916714624021197,"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."}}