{"id":"W4380624634","doi":"10.1002/cjce.25019","title":"Computational modelling of explosions caused by failed Li‐ion batteries","year":2023,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Thermal runaway; Combustion; Overpressure; Nuclear engineering; Lithium (medication); Mechanics; Materials science; Ion; Battery (electricity); Deflagration; Ignition system; Automotive engineering; Aerospace engineering; Mechanical engineering; Chemistry; Engineering; Explosive material; Thermodynamics; Physics; Detonation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001159539,0.00007886519,0.0001257076,0.000175081,0.00003739562,0.00002638514,0.0001412884,0.00004162807,0.00004665724],"category_scores_gemma":[0.00006548708,0.00006865524,0.00004795902,0.0003046685,0.00002701154,0.0000997895,0.000006569765,0.0001767825,0.000005585361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006786995,"about_ca_system_score_gemma":0.00009258288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003859522,"about_ca_topic_score_gemma":0.00001458726,"domain_scores_codex":[0.9993936,0.000004613283,0.000265413,0.00003984794,0.0001527663,0.0001437798],"domain_scores_gemma":[0.9995064,0.0001186125,0.00004063843,0.00005793341,0.0001093462,0.0001670334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001141317,0.000001310228,0.00001535936,0.00003310772,0.0000190416,0.000002836664,0.000297242,0.9806725,0.01630056,0.0001734786,0.002390679,0.00009274979],"study_design_scores_gemma":[0.0001546181,0.000006156794,0.00002910542,0.00007608753,0.0000106212,0.00000953322,0.00003837675,0.9361949,0.06185967,0.0003846081,0.001147896,0.00008840115],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9126963,0.0003551747,0.08561612,0.0007625837,0.00032464,0.00004800667,0.00002583056,0.00008993792,0.00008139409],"genre_scores_gemma":[0.999549,0.000008817363,0.0003199943,0.00002120228,0.00005352184,0.000001894416,0.00001099167,0.00001853361,0.00001605271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08685268,"threshold_uncertainty_score":0.2799679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01945251000719348,"score_gpt":0.1948956740045175,"score_spread":0.175443163997324,"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."}}