{"id":"W1987331671","doi":"10.1109/iecon.2012.6388580","title":"Integration of renewable energy sources and the utility grid with the Net Zero Energy Building in Republic of Chad","year":2012,"lang":"en","type":"article","venue":"","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Zero-energy building; Renewable energy; Automotive engineering; Environmental pollution; Electrical engineering; Computer science; Environmental science; Engineering; Environmental protection","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":[0.000296352,0.00006832878,0.0001248481,0.00004259929,0.00002343423,0.00001329743,0.00006879398,0.00003179527,0.00002501153],"category_scores_gemma":[0.00001638232,0.0000325952,0.00001643613,0.0001843387,0.00006147219,0.000138055,0.00001759211,0.0000348089,2.186233e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007185127,"about_ca_system_score_gemma":0.000005781772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004363122,"about_ca_topic_score_gemma":0.001772764,"domain_scores_codex":[0.9995701,0.00004099416,0.000155684,0.00005764436,0.00006623711,0.0001092965],"domain_scores_gemma":[0.9996907,0.00007197735,0.00004796252,0.0001368286,0.00003623818,0.00001636747],"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":[0.0005303376,0.0001259531,0.009474705,0.0001000731,0.0002274377,3.468993e-7,0.005105725,0.7466745,0.04168115,0.07842292,0.005688306,0.1119685],"study_design_scores_gemma":[0.001206617,0.00003387548,0.004032391,0.00003530609,0.00003023631,0.000004536834,0.0004682784,0.9141427,0.06631354,0.0004205363,0.01318472,0.0001272956],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3785864,0.009705086,0.6008413,0.0004666584,0.0001395863,0.0001618168,0.000004935197,0.00008263129,0.01001158],"genre_scores_gemma":[0.9988526,0.000344821,0.0006100046,0.00003661847,0.00003378472,0.00001105646,0.000004502681,0.000006403437,0.0001002091],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6202663,"threshold_uncertainty_score":0.6595765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005088766977965373,"score_gpt":0.1681131144488646,"score_spread":0.1630243474708993,"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."}}