{"id":"W4206125917","doi":"10.1109/tec.2021.3126242","title":"IEEE Power & Energy Society","year":2021,"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 Alberta","funders":"","keywords":"Electrical engineering; Power (physics); Energy (signal processing); Computer science; Automotive engineering; Engineering; Physics; Thermodynamics","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":[],"category_scores_codex":[0.000482644,0.000915104,0.0003948622,0.0009769055,0.0009959841,0.002508914,0.0005282736,0.001445102,0.09901135],"category_scores_gemma":[0.0006335507,0.0004316019,0.0004202077,0.00124897,0.0007248772,0.001671658,0.001032844,0.001707194,0.0537497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006986943,"about_ca_system_score_gemma":0.0009604096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003327124,"about_ca_topic_score_gemma":0.009174181,"domain_scores_codex":[0.999685,0.00004193663,0.00001570256,0.00004565373,0.0001886779,0.00002296726],"domain_scores_gemma":[0.9994931,0.00004824763,0.00001452541,0.00008919175,0.0003153449,0.00003947163],"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":[0.0000561052,0.00008972805,0.0004854262,0.000165126,0.00002661305,0.0001326221,0.0001132397,0.002445057,0.003239682,0.03831369,0.5385787,0.4163539],"study_design_scores_gemma":[0.000004043944,0.00001971894,0.0003924549,0.00004687782,0.000009522734,0.00008617925,0.00003555433,0.001962602,0.00113196,0.004072097,0.9922333,0.000005613711],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00335334,0.004745344,0.04389201,0.00610322,0.006468735,0.00008236209,0.0005294308,0.001175656,0.9336499],"genre_scores_gemma":[0.02533522,0.003429534,0.007211298,0.0008310946,0.000643522,0.00005044792,0.0006422186,0.0002253288,0.9616313],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9009886,"threshold_uncertainty_score":0.331226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01380960246003941,"score_gpt":0.2300143639977051,"score_spread":0.2162047615376657,"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."}}