{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000694791,0.0003662157,0.0002661394,0.0006536124,0.0002982663,0.0003315753,0.0007728592,0.0004089127,0.00372321],"category_scores_gemma":[0.00168866,0.0001904629,0.0001880777,0.0004064605,0.0002495112,0.000514316,0.0004738789,0.0003055365,0.0006520933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005429581,"about_ca_system_score_gemma":0.0003747372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001574827,"about_ca_topic_score_gemma":0.003337561,"domain_scores_codex":[0.999245,0.0001623784,0.0000530224,0.00008009916,0.0003725133,0.00008699425],"domain_scores_gemma":[0.9989552,0.0002183486,0.00008285546,0.0001166979,0.0005713272,0.00005546073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.009701864,0.001607132,0.1039015,0.0006202182,0.0001074731,0.001699509,0.001511566,0.06921353,0.6406906,0.004952941,0.01055937,0.1554344],"study_design_scores_gemma":[0.0004018771,0.01635908,0.2005999,0.00008276665,0.0001483743,0.001531672,0.001452889,0.08437476,0.6696733,0.002265623,0.02290291,0.0002068471],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9552466,0.0001445705,0.0333579,0.00007468035,0.00006173018,0.0004845413,0.001592784,0.0005848982,0.008452271],"genre_scores_gemma":[0.9892873,0.00008153524,0.006836573,0.00005543166,0.0000128893,0.0002342532,0.001059433,0.00004243006,0.002390158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00372321,"threshold_uncertainty_score":0.01245534,"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."}}