{"id":"W3128806706","doi":"10.1109/iprecon49514.2020.9315263","title":"Computation based Comparison of LVDC with AC for Off-Grid Energy Efficient Residential Building","year":2020,"lang":"en","type":"article","venue":"","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Renewable energy; Photovoltaic system; Electrical engineering; Energy storage; Low voltage; AC power; Electric power system; Power (physics); AC adapter; Automotive engineering; Voltage; Computer science; Engineering; Power factor; Physics","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":[0.0001477804,0.0002760742,0.0003191671,0.0005066304,0.0002776217,0.0007931851,0.0002845776,0.0002032265,0.007663517],"category_scores_gemma":[0.0004232771,0.00009489391,0.0002493942,0.000771287,0.0001373215,0.0003246311,0.0001799276,0.000162355,0.0006344344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000452747,"about_ca_system_score_gemma":0.0002700079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009870204,"about_ca_topic_score_gemma":0.01124151,"domain_scores_codex":[0.9998918,0.00002535118,0.00000468012,0.0000111317,0.00005362482,0.00001342436],"domain_scores_gemma":[0.9997641,0.0001121542,0.00001530093,0.00002611739,0.00007402838,0.0000083378],"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":[0.0004733996,0.0001350518,0.005125083,0.0003560006,0.00003169321,0.0001395586,0.00006736817,0.9133816,0.007718215,0.00372941,0.002603268,0.06623933],"study_design_scores_gemma":[0.00003320891,0.0001936641,0.00600973,0.00001820221,0.00002939861,0.00003953123,0.000165218,0.9818782,0.006073879,0.0008068248,0.004741839,0.00001031876],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7750629,0.0006828053,0.07374766,0.0001815135,0.0001012884,0.0001141198,0.001717928,0.001720396,0.1466714],"genre_scores_gemma":[0.9908361,0.0000915396,0.00625031,0.000008357575,0.000004459015,0.00001677716,0.000255619,0.00004318367,0.002493665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009870204,"threshold_uncertainty_score":0.02563703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009416905515228958,"score_gpt":0.2189972085270536,"score_spread":0.2095803030118246,"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."}}