{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001610487,0.0003221078,0.0001325625,0.0005282022,0.0001225004,0.0002453131,0.0001181539,0.0001515538,0.001433239],"category_scores_gemma":[0.001073156,0.0001145996,0.0001122124,0.000177077,0.0002077414,0.0002046534,0.0002375956,0.00009206506,0.0003198393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001039934,"about_ca_system_score_gemma":0.0001583646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001918772,"about_ca_topic_score_gemma":0.002394432,"domain_scores_codex":[0.9998924,0.00001522286,0.000006930447,0.00001453769,0.00003697386,0.00003401452],"domain_scores_gemma":[0.9996679,0.00008912716,0.00006497459,0.00001632974,0.0001088574,0.00005288249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002845931,0.0002640932,0.6025044,0.0001786215,0.00009753513,0.000517932,0.0007192955,0.003745579,0.3107556,0.00007257048,0.0001959104,0.07810244],"study_design_scores_gemma":[0.000007914858,0.001965226,0.9657466,0.00001265005,0.00001694032,0.0003886291,0.0007259996,0.001074612,0.02983334,0.000025467,0.0001945568,0.000008094714],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992348,0.00001983499,0.0003951805,0.000001971536,0.000001574789,0.000007488058,0.00002976373,0.000007008613,0.0003024939],"genre_scores_gemma":[0.9994667,0.00003001326,0.0001896103,0.000003543957,0.000001368922,0.000004283484,0.00004795712,0.000001985628,0.0002546103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001918772,"threshold_uncertainty_score":0.004794717,"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."}}