{"id":"W3037764908","doi":"10.24018/ejece.2020.4.3.213","title":"Design of Renewable Energy System for a House in St. John’s, Canada","year":2020,"lang":"en","type":"article","venue":"European Journal of Electrical Engineering and Computer Science","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Renewable energy; Zero-energy building; Grid; Demand response; Energy engineering; Architectural engineering; Population; Computer science; Process (computing); Intermittent energy source; Environmental economics; Civil engineering; Engineering; Electricity; Electrical engineering; Distributed generation; Economics; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002804539,0.00006816966,0.0001341941,0.00009959199,0.00002066882,0.00002205896,0.0001968994,0.000008948315,1.621381e-7],"category_scores_gemma":[0.00002137082,0.00006303012,0.00001580385,0.0004557133,0.00001060256,0.00008462483,0.0000175688,0.00007171915,1.277496e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005413291,"about_ca_system_score_gemma":0.00009078402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002803656,"about_ca_topic_score_gemma":0.00003103484,"domain_scores_codex":[0.9993982,0.0000183793,0.0002304898,0.00007873287,0.0001296936,0.0001444715],"domain_scores_gemma":[0.9997135,0.00004655054,0.00004503622,0.0000454861,0.0000488996,0.0001005703],"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":[0.000007801094,0.000002814113,0.000004308098,0.00002326394,0.000005470934,0.00001593482,0.00002880175,0.9943032,0.002253127,0.000137531,0.0002494843,0.00296825],"study_design_scores_gemma":[0.0002082196,0.000157238,0.00003368424,0.00004888214,0.000003363602,0.00002663314,0.000001419221,0.9938627,0.005221952,0.000001129261,0.0003691393,0.00006559568],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007603397,0.0003139916,0.9918525,0.00001822419,0.0001432952,0.00001927447,3.631075e-7,0.00003461631,0.00001432539],"genre_scores_gemma":[0.963855,0.0000286551,0.03600038,0.00002729898,0.00007277833,4.140382e-7,9.501206e-8,0.00001427515,0.000001057547],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9562516,"threshold_uncertainty_score":0.2570294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007592329231279922,"score_gpt":0.1482447572684586,"score_spread":0.1406524280371786,"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."}}