{"id":"W2042510901","doi":"10.1016/j.enbuild.2012.09.033","title":"Comparative assessment of residential energy options in Ontario, Canada","year":2012,"lang":"en","type":"article","venue":"Energy and Buildings","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ontario Institute of Technology","funders":"University of Ontario Institute of Technology","keywords":"Electricity; Environmental science; Heat pump; Residence; Meteorology; Turbine; Environmental engineering; Engineering; Mechanical engineering; Geography; Heat exchanger; Electrical engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.000768624,0.0002965689,0.0004895584,0.002157732,0.004610877,0.002911595,0.001207415,0.000445385,0.005059626],"category_scores_gemma":[0.001934186,0.0002733659,0.0006412994,0.007948358,0.0007739246,0.0006657708,0.0008434685,0.0004244025,0.0002763618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09647506,"about_ca_system_score_gemma":0.05194969,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9981109,"about_ca_topic_score_gemma":0.9997134,"domain_scores_codex":[0.9986546,0.0001267061,0.00005133431,0.0000755557,0.0006645983,0.0004271098],"domain_scores_gemma":[0.9980731,0.0001521063,0.0001052864,0.00004394464,0.001413146,0.0002123925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00299314,0.0004326045,0.6453386,0.001467318,0.000634352,0.002738744,0.01442382,0.03812217,0.004205076,0.06259207,0.04459534,0.1824567],"study_design_scores_gemma":[0.00009040112,0.0001378927,0.8950366,0.0002599475,0.0002025435,0.0002308592,0.02483326,0.008865527,0.0009972116,0.001133328,0.06811539,0.00009710138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9158833,0.002728271,0.0004284272,0.001042343,0.00002329717,0.00009743241,0.006565264,0.00004086523,0.0731909],"genre_scores_gemma":[0.9814989,0.001196348,0.0004563498,0.00006240844,0.000003512456,0.00001880894,0.001410247,0.00001436958,0.01533908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09647506,"threshold_uncertainty_score":0.6999788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01560608036224288,"score_gpt":0.2493242547293565,"score_spread":0.2337181743671137,"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."}}