{"id":"W4387039356","doi":"10.1049/icp.2023.1103","title":"MADELAINE - a multi-adaptive and cost-efficient DC charging system for EV car parks","year":2023,"lang":"en","type":"article","venue":"IET conference proceedings.","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wind Energy Institute of Canada","funders":"","keywords":"Modular design; Computer science; Grid; Inverter; Voltage; Electrical engineering; Automotive engineering; Engineering","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":[0.0002410194,0.0002361174,0.0002768448,0.0002504314,0.0001424848,0.000107515,0.0002868637,0.0001542138,0.000007008537],"category_scores_gemma":[0.0001530754,0.0002285897,0.00003841985,0.0004626339,0.0001092984,0.000144605,0.00009935002,0.0003114027,0.00003432087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001867652,"about_ca_system_score_gemma":0.00002261296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004511356,"about_ca_topic_score_gemma":0.000002019524,"domain_scores_codex":[0.998504,0.000003343208,0.0002265699,0.0003889641,0.0002149669,0.0006620867],"domain_scores_gemma":[0.9993951,0.00006158957,0.00004436417,0.0001228203,0.0002712162,0.0001049443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002484174,0.0001148505,0.003585714,0.006979433,0.0004156088,0.00009072125,0.009945991,0.02262958,0.755347,0.04154521,0.007512114,0.1515853],"study_design_scores_gemma":[0.0006052444,0.00008120738,0.0003437368,0.0002643696,0.00001226661,0.00001454837,0.007464643,0.935718,0.05322662,0.00009320816,0.001852502,0.0003236783],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7508789,0.0003663988,0.2359709,0.0004658844,0.0004323428,0.003574071,0.0001793189,0.006487861,0.001644291],"genre_scores_gemma":[0.9945348,0.00008369864,0.003990004,0.000008803646,0.00004475341,0.001051013,0.00001045658,0.00005417519,0.0002222783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9130884,"threshold_uncertainty_score":0.9321617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05785649480477424,"score_gpt":0.2935102082852536,"score_spread":0.2356537134804794,"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."}}