{"id":"W2295269567","doi":"10.1002/er.3496","title":"Review on use of phase change materials in battery thermal management for electric and hybrid electric vehicles","year":2016,"lang":"en","type":"article","venue":"International Journal of Energy Research","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":245,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ontario Institute of Technology","funders":"","keywords":"Battery (electricity); Battery electric vehicle; Automotive engineering; Electric vehicle; Range (aeronautics); Electric power; Thermal management of electronic devices and systems; Energy management; Driving range; Engineering; Environmental science; Mechanical engineering; Power (physics); Aerospace engineering; Energy (signal processing)","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":[0.0004557232,0.001039175,0.001369647,0.002237799,0.000306136,0.000900986,0.001002481,0.000998567,0.004021921],"category_scores_gemma":[0.0006767826,0.0004787787,0.0008454923,0.002794622,0.0002708817,0.001774269,0.0005035534,0.0008451911,0.002250651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004241818,"about_ca_system_score_gemma":0.0008025025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001073887,"about_ca_topic_score_gemma":0.001686163,"domain_scores_codex":[0.9997018,0.00004432487,0.00005849934,0.00005594292,0.0001148196,0.00002459514],"domain_scores_gemma":[0.9995837,0.0001805886,0.00007216778,0.0000144601,0.0001295293,0.00001953685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001331665,0.0001256601,0.000200343,0.07849777,0.000205315,0.0003505884,0.0001196458,0.001429035,0.0135991,0.003477072,0.03199457,0.8698677],"study_design_scores_gemma":[0.0000112868,0.0002103127,0.0006351401,0.005681611,0.0002386691,0.0008649949,0.00005869373,0.0002169523,0.004364199,0.000858622,0.9868295,0.00003005569],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003582682,0.9973406,0.0003709437,0.00009209098,0.0003015331,0.0000110708,0.00002580838,0.00001058042,0.001489004],"genre_scores_gemma":[0.001681038,0.9959388,0.000567183,0.0001591941,0.000196648,0.00001397479,0.0000641427,0.000005733357,0.00137329],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004021921,"threshold_uncertainty_score":0.01345462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09917435147032495,"score_gpt":0.384584534496042,"score_spread":0.285410183025717,"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."}}