{"id":"W1987869713","doi":"10.4028/www.scientific.net/amm.556-562.265","title":"Study on Temperature Uniformity and Rising Rate of High-Power Lithium-Ion Battery Pack","year":2014,"lang":"en","type":"article","venue":"Applied Mechanics and Materials","topic":"Power Systems and Renewable Energy","field":"Energy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Transportation of Ontario","funders":"","keywords":"Operating temperature; Battery pack; Battery (electricity); Nuclear engineering; Power (physics); Materials science; Volumetric flow rate; Automotive engineering; Electrical engineering; Environmental science; Engineering; Thermodynamics","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":[0.0008009012,0.0002229099,0.0004872325,0.00007159778,0.0001096327,0.00008932193,0.00008438043,0.0001742429,0.00003329945],"category_scores_gemma":[0.00001509095,0.0001648469,0.00002012848,0.00006930046,0.00001360142,0.00004937593,0.0001035666,0.00006368338,0.000005363298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001137633,"about_ca_system_score_gemma":0.00001080832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007858151,"about_ca_topic_score_gemma":0.00007858939,"domain_scores_codex":[0.9988369,0.0001269874,0.0003562646,0.0003402095,0.0001209621,0.0002186639],"domain_scores_gemma":[0.9993303,0.00005592353,0.0001796484,0.0003185355,0.00003394464,0.00008159328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008191738,0.00006543314,0.000002911634,0.00004523794,0.00003879634,0.000002105972,0.000212758,0.00002909989,0.5283612,0.4707886,0.0001082859,0.0002636521],"study_design_scores_gemma":[0.001902503,0.0005914056,0.000836104,0.0001073338,0.0000591559,0.000008689892,0.0007971093,0.000009592371,0.9391004,0.05041577,0.005767713,0.0004042667],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963743,0.00002793598,0.0007261768,0.00004087784,0.00101761,0.0002486594,0.00001951343,0.00004093684,0.001503975],"genre_scores_gemma":[0.9991996,0.0000443211,0.0001511262,0.0001781695,0.0001602064,0.00002579717,0.00001510419,0.00003369828,0.0001919581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4203728,"threshold_uncertainty_score":0.6722262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007893156068957336,"score_gpt":0.2058692254183079,"score_spread":0.1979760693493506,"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."}}