{"id":"W4386860056","doi":"10.3390/en16186684","title":"Power Quality Enhancement of Remote Gas Field Generations with Smart Power Converters","year":2023,"lang":"en","type":"article","venue":"Energies","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Alberta Innovates","keywords":"Electricity generation; Engineering; Automotive engineering; Electric power system; Converters; Distributed generation; Electrical engineering; Renewable energy; Overvoltage; Harmonics; Voltage; Power (physics)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001587621,0.0004930898,0.0003743152,0.0003116808,0.0001752868,0.0006414054,0.0003842058,0.0002008817,0.001484853],"category_scores_gemma":[0.0002103886,0.0001212318,0.0002026325,0.0002809951,0.0002791255,0.0004422143,0.0002395528,0.000266498,0.0002046312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002113104,"about_ca_system_score_gemma":0.0001354921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006020809,"about_ca_topic_score_gemma":0.0009825886,"domain_scores_codex":[0.9998989,0.00002056547,0.000006274269,0.00002185612,0.00003909011,0.00001328229],"domain_scores_gemma":[0.9999164,0.00001583187,0.00002548373,0.00001699072,0.00001919215,0.000006061025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008761722,0.0004529595,0.004066509,0.0005645879,0.0001093836,0.0005700891,0.0002235017,0.3915725,0.3238806,0.008624645,0.001888179,0.2671708],"study_design_scores_gemma":[0.0002372563,0.001286001,0.005879832,0.00004252266,0.00008500935,0.0003477783,0.0001045687,0.8327805,0.1487611,0.003938282,0.006500146,0.000037127],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5670387,0.000553979,0.4113318,0.000101771,0.00006116332,0.0001547324,0.00007855466,0.00129438,0.01938502],"genre_scores_gemma":[0.9910703,0.00009927463,0.008080776,0.0000115072,0.000005733038,0.00001285612,0.00001815486,0.00001303746,0.0006883426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001484853,"threshold_uncertainty_score":0.004967272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007225578654111416,"score_gpt":0.2151313089533783,"score_spread":0.2079057302992669,"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."}}