{"id":"W1987982388","doi":"10.1109/ias.2011.6074303","title":"Wind diesel battery hybrid system with power quality improvement for remote communities","year":2011,"lang":"en","type":"article","venue":"","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Automotive engineering; Harmonics; Battery (electricity); Wind power; Turbine; Power (physics); Diesel generator; Computer science; Diesel engine; Diesel fuel; Engineering; Electrical engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001371524,0.0001120891,0.0001448966,0.00003067323,0.00005954799,0.00002424206,0.00009474214,0.00002289893,0.00007152063],"category_scores_gemma":[0.000001658403,0.00008551797,0.00003432927,0.00002501362,0.00001747354,0.00009041306,0.00001762954,0.00005093162,0.000007410412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004079461,"about_ca_system_score_gemma":0.000005425963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004346581,"about_ca_topic_score_gemma":0.0001093058,"domain_scores_codex":[0.9995114,0.00001393428,0.0001796772,0.00006766133,0.00006227813,0.0001650854],"domain_scores_gemma":[0.999619,0.00002794273,0.00002707542,0.0002340177,0.00005912388,0.00003283106],"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":[0.00488743,0.001067061,0.01231765,0.01779812,0.007677656,0.00006784905,0.07152748,0.4454561,0.03854622,0.03590891,0.03429197,0.3304535],"study_design_scores_gemma":[0.00454994,0.000840101,0.004447776,0.0002940852,0.0001229125,0.00002428205,0.01546801,0.9415262,0.02629555,0.0001610453,0.005053618,0.001216416],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2053728,0.0002167307,0.7731116,0.00002836986,0.000275607,0.0005698472,0.00004150764,0.0005252415,0.01985823],"genre_scores_gemma":[0.9915911,0.00001556196,0.008031427,0.00007977146,0.00002624996,0.00001227974,0.00001850984,0.00002389171,0.0002011875],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7862183,"threshold_uncertainty_score":0.3487322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01911738693341141,"score_gpt":0.199228348447504,"score_spread":0.1801109615140926,"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."}}