{"id":"W4389113470","doi":"10.1109/tec.2023.3334095","title":"IEEE Power & Energy Society Information","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Energy Conversion","topic":"Global Energy Security and Policy","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Power (physics); Energy (signal processing); Electrical engineering; Computer science; Environmental science; Engineering; Automotive engineering; Physics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005951134,0.001095336,0.0005764944,0.001911294,0.0009713175,0.003006613,0.0007081038,0.001839277,0.3254412],"category_scores_gemma":[0.001447868,0.0005820619,0.0003607157,0.002208363,0.0004718771,0.002625067,0.000895007,0.001723817,0.1902022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008482817,"about_ca_system_score_gemma":0.001170125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003179588,"about_ca_topic_score_gemma":0.006326772,"domain_scores_codex":[0.9996423,0.0000432785,0.00001712954,0.00003231015,0.0002380973,0.00002686326],"domain_scores_gemma":[0.9990594,0.0001417465,0.00004922785,0.0001572076,0.0005237182,0.00006885574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000395065,0.0000560928,0.0001631776,0.0001062978,0.000007302165,0.00004337757,0.00003238526,0.001132959,0.001009121,0.007960672,0.7693257,0.2201233],"study_design_scores_gemma":[0.000006896469,0.00001770434,0.0003177676,0.0000661781,0.000006656093,0.00004499757,0.00001682636,0.001782192,0.0009132216,0.00345402,0.9933649,0.00000873688],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001104747,0.002392,0.02746314,0.0044774,0.003113109,0.0001616352,0.002767274,0.003416614,0.9551041],"genre_scores_gemma":[0.01181161,0.002642132,0.005941994,0.0008636258,0.0007248946,0.00009576734,0.003562178,0.000582033,0.9737758],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6745588,"threshold_uncertainty_score":0.9621763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01306643374384907,"score_gpt":0.2277662252378269,"score_spread":0.2146997914939778,"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."}}