{"id":"W2990483000","doi":"10.1109/ecce.2019.8912287","title":"A Novel Systematic Approach to Construct and Assess Power Electronic Conversion Architectures Using Graph Theory and Its Application in Battery Systems","year":2019,"lang":"en","type":"article","venue":"","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Energie NB Power (Canada); University of New Brunswick","funders":"","keywords":"Graph theory; Construct (python library); Computer science; Battery (electricity); Graph; Electric power system; Directed graph; Theoretical computer science; Compromise; Reliability engineering; Power (physics); Algorithm; Engineering; Mathematics","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":[0.001456618,0.001457535,0.0006947638,0.004671659,0.0007368788,0.00180247,0.001086541,0.0009233741,0.003044718],"category_scores_gemma":[0.003889288,0.0005261397,0.001240961,0.002314096,0.001473373,0.002445515,0.001149056,0.001411192,0.0006195242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008215855,"about_ca_system_score_gemma":0.00125783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002509699,"about_ca_topic_score_gemma":0.003042997,"domain_scores_codex":[0.9983572,0.000665752,0.00008326976,0.0002338351,0.0006040637,0.0000556846],"domain_scores_gemma":[0.9981284,0.000914482,0.0001575009,0.000264447,0.0004964779,0.00003863954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000416452,0.0001365641,0.002363601,0.0007183506,0.0001661745,0.0001678584,0.0005025905,0.257114,0.01371743,0.35003,0.002820934,0.372221],"study_design_scores_gemma":[0.0000260006,0.0002518797,0.001473925,0.0002474685,0.00008488728,0.0003333223,0.0002791387,0.6792804,0.007789558,0.2888948,0.02122552,0.0001130315],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001734907,0.0001427764,0.9954787,0.0000510867,0.00001463072,0.00006859274,0.00003488518,0.0001092602,0.002365281],"genre_scores_gemma":[0.07917774,0.0004731771,0.9184872,0.00005318766,0.00003266706,0.0002417321,0.0001550638,0.00008700307,0.001292183],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004671659,"threshold_uncertainty_score":0.0101856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01189709123520315,"score_gpt":0.2430792465269359,"score_spread":0.2311821552917327,"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."}}