{"id":"W2979814825","doi":"10.1049/iet-stg.2019.0019","title":"Two stages K‐means and PSO‐based method for optimal allocation of multiple parallel DRPs application &amp; deployment","year":2019,"lang":"en","type":"article","venue":"IET Smart Grid","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Humanities; Library science; Engine department; Art history; Engineering; Computer science; Art; Mechanical engineering","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":[0.0005111644,0.0008027129,0.0008765081,0.0006212208,0.0005656918,0.0007780063,0.0009024608,0.0008639165,0.002719304],"category_scores_gemma":[0.001056981,0.0005279462,0.0008457844,0.0006987679,0.0003532752,0.00061561,0.0005891757,0.0006363743,0.0005801711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006025654,"about_ca_system_score_gemma":0.001413779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01201704,"about_ca_topic_score_gemma":0.01169956,"domain_scores_codex":[0.9996017,0.0001050375,0.00002812078,0.0000901643,0.00011769,0.00005724669],"domain_scores_gemma":[0.9996713,0.0001169857,0.00004387687,0.0000245119,0.0001194804,0.00002374162],"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":[0.0001472053,0.00006238648,0.000603216,0.0001258152,0.00006205467,0.00006528272,0.0001083974,0.8841746,0.003982638,0.003331024,0.001832313,0.1055052],"study_design_scores_gemma":[0.000007637379,0.00002549389,0.0001557041,0.00000421682,0.000007073667,0.00001186914,0.00001334893,0.9980349,0.0006059922,0.0004692781,0.0006583204,0.000006272411],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0162302,0.0002195709,0.9789038,0.0001032429,0.00005076131,0.00009912137,0.00004519863,0.0005159992,0.003832184],"genre_scores_gemma":[0.4114461,0.0002303017,0.5792632,0.00007648067,0.00003145316,0.0003416766,0.0001784669,0.0001379857,0.008294373],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01201704,"threshold_uncertainty_score":0.02389419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01349275190150662,"score_gpt":0.2593642453624749,"score_spread":0.2458714934609683,"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."}}