{"id":"W1970523983","doi":"10.1080/15389581003614870","title":"A New Biofidelic Sagittal Plane Surrogate Neck for Head-First Impacts","year":2010,"lang":"en","type":"article","venue":"Traffic Injury Prevention","topic":"Automotive and Human Injury Biomechanics","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Collaboration On Repair Discoveries; University of British Columbia","funders":"","keywords":"Sagittal plane; Cadaveric spasm; Stiffness; Structural engineering; Head (geology); Bending stiffness; Preload; Biomechanics; Geology; Engineering; Medicine; Surgery; Anatomy","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":[0.0005182153,0.0004710188,0.0003591954,0.0003360534,0.0001696943,0.0005003974,0.001314561,0.0007555744,0.002695196],"category_scores_gemma":[0.001450322,0.0002476327,0.0004302457,0.0001442407,0.0004360924,0.0003696504,0.0005483739,0.0002843867,0.0006293836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004092611,"about_ca_system_score_gemma":0.001150698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001713928,"about_ca_topic_score_gemma":0.002289848,"domain_scores_codex":[0.9997403,0.00004099773,0.00001711187,0.00003167853,0.0001485211,0.00002134642],"domain_scores_gemma":[0.9996564,0.00008496442,0.00005611372,0.00005112512,0.0001197431,0.00003159303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000642858,0.000170523,0.005615084,0.000968062,0.00006868959,0.0009308799,0.0003135727,0.5769354,0.366361,0.003237005,0.001786921,0.04297],"study_design_scores_gemma":[0.0001608976,0.003589494,0.01051188,0.0002337287,0.0001648495,0.001559558,0.0002671568,0.8619689,0.09269229,0.001365437,0.02736407,0.0001218411],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4779296,0.0006500694,0.5063561,0.0003594245,0.0002940899,0.0007331553,0.001896377,0.0009332948,0.01084797],"genre_scores_gemma":[0.9317976,0.0006220908,0.06004999,0.00008359073,0.0000121572,0.0003609059,0.0010296,0.00006893706,0.005975051],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002695196,"threshold_uncertainty_score":0.009016335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02348970798563561,"score_gpt":0.3189801439403281,"score_spread":0.2954904359546925,"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."}}