{"id":"W7006478797","doi":"","title":"Two-Stage Stochastic Optimization for Peak Load Reduction in Smart District Microgrid","year":2022,"lang":"fr","type":"other","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Biological and pharmacological studies of plants","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Limiting; Field (mathematics); Context (archaeology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001182638,0.000788705,0.001339804,0.0003909371,0.0004726451,0.001012534,0.0009590348,0.0008503607,0.003575152],"category_scores_gemma":[0.001818222,0.0006250374,0.0007914708,0.0005990178,0.000596079,0.0006073366,0.0009634212,0.0008477847,0.0002569971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001107918,"about_ca_system_score_gemma":0.001618744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01226541,"about_ca_topic_score_gemma":0.01049836,"domain_scores_codex":[0.9995102,0.0002254689,0.00001675735,0.00007390547,0.0000743368,0.00009925955],"domain_scores_gemma":[0.9992496,0.0004684109,0.00008158942,0.00002952683,0.0001158968,0.00005483849],"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":[0.00003718569,0.000008970132,0.0001552289,0.00001835107,0.00001132882,0.00001287697,0.000007502706,0.9965845,0.0001523663,0.0007636029,0.0001366442,0.002111453],"study_design_scores_gemma":[0.000005387517,0.00001708367,0.00009131285,0.000001807687,0.000003765964,0.000002042059,0.000004919581,0.9992612,0.00006256293,0.000451096,0.00009692118,0.000001896231],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1671791,0.0006062361,0.8186613,0.000761552,0.00009504164,0.00016822,0.0004125626,0.0005876669,0.01152827],"genre_scores_gemma":[0.9698806,0.0001488121,0.02454514,0.00006745013,0.00001932832,0.0001042773,0.0001327198,0.00004248362,0.005059117],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01226541,"threshold_uncertainty_score":0.02438802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01883588305577925,"score_gpt":0.2670443865701146,"score_spread":0.2482085035143354,"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."}}