{"id":"W2309766447","doi":"10.1016/j.icheatmasstransfer.2016.03.009","title":"Modeling and validation of temperature changes in a pouch lithium-ion battery at various discharge rates","year":2016,"lang":"en","type":"article","venue":"International Communications in Heat and Mass Transfer","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Battery (electricity); Materials science; Lithium (medication); Thermal; Cathode; Nuclear engineering; Lithium-ion battery; Ion; Mechanics; Pouch; Thermodynamics; Electrical engineering; Chemistry; Power (physics); Physics","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":[0.0003093318,0.0004337417,0.0005154654,0.0002814592,0.0005097995,0.0007713263,0.0008037745,0.001050383,0.001036874],"category_scores_gemma":[0.000832386,0.0002677668,0.0006343679,0.0002727151,0.000486583,0.0007065338,0.0003263371,0.0005306061,0.0001976219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006058791,"about_ca_system_score_gemma":0.0006502626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01086142,"about_ca_topic_score_gemma":0.006049781,"domain_scores_codex":[0.9998863,0.00002164283,0.000007986911,0.00002208443,0.00004046491,0.00002160628],"domain_scores_gemma":[0.9996763,0.0001657105,0.00002977651,0.00003461879,0.00007966039,0.0000139734],"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":[0.0001756052,0.00008883687,0.002445646,0.00006619681,0.00001580157,0.0001194503,0.0000777453,0.9680434,0.02371149,0.0005262088,0.0001976986,0.004531936],"study_design_scores_gemma":[0.000008450087,0.00006013594,0.0005155373,0.000002452717,0.00000612209,0.00001044177,0.00001577405,0.9909487,0.008190486,0.00009299188,0.0001426872,0.000006213081],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714898,0.0001867643,0.02217735,0.0002239771,0.00004693267,0.00004508429,0.0002334295,0.0002926419,0.005303999],"genre_scores_gemma":[0.9981058,0.00004209077,0.0008507381,0.00001124064,0.000002281379,0.00001392765,0.00005427931,0.00001349378,0.0009061848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01086142,"threshold_uncertainty_score":0.02159643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03100501718486755,"score_gpt":0.2990200260883492,"score_spread":0.2680150089034816,"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."}}