{"id":"W1964468859","doi":"10.4271/2013-01-0764","title":"Idealized Vehicle Crash Test Pulses for Advanced Batteries","year":2013,"lang":"en","type":"article","venue":"SAE International Journal of Transportation Safety","topic":"Transportation Safety and Impact Analysis","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Chrysler (Canada)","funders":"","keywords":"Test (biology); Crash; Motor vehicle crash; Automotive engineering; Crash test; Crashworthiness; Aeronautics; Computer science; Engineering; Forensic engineering; Medicine; Poison control; Human factors and ergonomics; Medical emergency","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":[0.0001548115,0.0001677922,0.0002856122,0.0002276118,0.00005398778,0.00005963809,0.0002873963,0.00006734084,0.0008935609],"category_scores_gemma":[0.00004770428,0.0001582687,0.0003053886,0.0001605965,0.00003791753,0.001087784,0.000001218679,0.000133918,0.00002426266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007150233,"about_ca_system_score_gemma":0.00004290789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001731242,"about_ca_topic_score_gemma":0.0001375522,"domain_scores_codex":[0.998285,0.0000114364,0.000990308,0.0001048233,0.000430677,0.0001777597],"domain_scores_gemma":[0.9983609,0.0002430819,0.0002638925,0.00009014664,0.0009257862,0.0001162065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001475519,0.0003956176,0.1111412,0.0003159282,0.00340306,0.00006590455,0.005561251,0.420336,0.2719865,0.002749002,0.009680121,0.1728899],"study_design_scores_gemma":[0.003651367,0.0001355791,0.9499618,0.0001178601,0.0001634506,0.00001203307,0.0006204207,0.001561011,0.008851976,0.001844519,0.03277241,0.0003075269],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7402505,0.0003438274,0.251297,0.003857692,0.001883171,0.0004315836,0.001038401,0.0001624499,0.0007353633],"genre_scores_gemma":[0.992699,0.0004494282,0.006005033,0.0002263624,0.0001875657,0.00002144886,0.0002882631,0.00003138521,0.00009150317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8388206,"threshold_uncertainty_score":0.9783865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006890565854543937,"score_gpt":0.2438811268313152,"score_spread":0.2369905609767712,"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."}}