{"id":"W4310195603","doi":"10.1002/ep.14049","title":"Standalone hybrid <scp>PV</scp>/wind/diesel‐electric generator system for a <scp>COVID</scp>‐19 quarantine center","year":2022,"lang":"en","type":"article","venue":"Environmental Progress & Sustainable Energy","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Quarantine; Coronavirus disease 2019 (COVID-19); Diesel generator; Generator (circuit theory); Center (category theory); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Automotive engineering; Electrical engineering; Engineering; Diesel fuel; Virology; Medicine; Physics; Chemistry; Power (physics); Internal medicine; Infectious disease (medical specialty)","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":["metaepi_narrow","sts"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001586164,0.001495507,0.001570077,0.0009078254,0.00272876,0.0004238526,0.001689724,0.0002974124,0.0002522804],"category_scores_gemma":[0.0002985432,0.001591062,0.0007518841,0.001217011,0.000383577,0.0006824495,0.001430757,0.000684429,0.0000637277],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006267659,"about_ca_system_score_gemma":0.0005675562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002844016,"about_ca_topic_score_gemma":0.00006357987,"domain_scores_codex":[0.9886031,0.001120326,0.001736564,0.002383049,0.002177711,0.003979214],"domain_scores_gemma":[0.9952664,0.000713672,0.001056827,0.001736849,0.0001139415,0.001112339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000598882,0.005972422,0.01928709,0.003824089,0.003325829,0.01021834,0.002991592,0.7230826,0.0216816,0.05693052,0.1405085,0.01157853],"study_design_scores_gemma":[0.005435199,0.001081234,0.0001283356,0.00004864634,0.0001904195,0.0007912707,0.0153755,0.01197211,0.02849335,0.0002966079,0.9356729,0.000514422],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.947827,0.02872201,0.007198962,0.0001193732,0.002521789,0.00306087,0.0009671658,0.0016401,0.007942706],"genre_scores_gemma":[0.9195727,0.0002113746,0.0003547712,0.0004139108,0.001345177,0.004374043,0.00169168,0.00060421,0.07143212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7951644,"threshold_uncertainty_score":0.9997794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005954188231466514,"score_gpt":0.2019723648049362,"score_spread":0.1960181765734697,"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."}}