{"id":"W4210567281","doi":"10.1038/s41928-021-00710-w","title":"The success of electric mobility will depend on power electronics","year":2022,"lang":"en","type":"article","venue":"Nature Electronics","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ontario Institute of Technology","funders":"","keywords":"Electronics; Power electronics; Power (physics); Engineering physics; Electric power; Electrical engineering; Engineering; Physics; Voltage","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":[0.00152226,0.0007017098,0.0005485793,0.0005436564,0.00112595,0.003405924,0.0007583351,0.002909374,0.02741115],"category_scores_gemma":[0.004173436,0.000204005,0.0004431059,0.0004452367,0.003106296,0.007120434,0.001535813,0.003044228,0.01194286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001075219,"about_ca_system_score_gemma":0.001202685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001148664,"about_ca_topic_score_gemma":0.0007972236,"domain_scores_codex":[0.9994982,0.00005483607,0.00002073098,0.0000748301,0.0002243821,0.0001269919],"domain_scores_gemma":[0.9975017,0.0007574871,0.0002054285,0.0002408367,0.0009360642,0.0003584746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001717052,0.0001758073,0.001231198,0.0004953708,0.00005663685,0.0002028252,0.000197822,0.001844857,0.02005205,0.8135371,0.05033601,0.1116987],"study_design_scores_gemma":[0.00003566637,0.0002596879,0.001540684,0.0003249068,0.00002901639,0.0002663858,0.000505973,0.001366395,0.008338004,0.3230241,0.6642388,0.0000703947],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.04907413,0.07554553,0.05430164,0.2365,0.02147694,0.000126772,0.00131061,0.0007128431,0.5609514],"genre_scores_gemma":[0.6111955,0.07155374,0.02301137,0.02025419,0.009456924,0.0001834818,0.0007720831,0.0004405797,0.2631322],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02741115,"threshold_uncertainty_score":0.09169936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003462217566006219,"score_gpt":0.247718693808489,"score_spread":0.2442564762424828,"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."}}