{"id":"W2600628276","doi":"","title":"Exploring the Feasibility of Achieving Energy Self-sufficiency — A Residential Electricity Case Study in Ontario","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electricity; Self-sufficiency; Environmental planning; Architectural engineering; Engineering; Business; Geography; Political science; Electrical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003792992,0.0001643258,0.0001410019,0.0003016295,0.002026949,0.0008747861,0.0006361948,0.0005020988,0.001437171],"category_scores_gemma":[0.00119141,0.0001462634,0.000226787,0.001058499,0.0009684505,0.0004085925,0.0005885171,0.0002269345,0.00008093946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01489473,"about_ca_system_score_gemma":0.00781451,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9073228,"about_ca_topic_score_gemma":0.9722571,"domain_scores_codex":[0.9996063,0.0001230461,0.00001293388,0.00003523279,0.0001140081,0.0001083997],"domain_scores_gemma":[0.9995471,0.000192455,0.00004484153,0.00003718553,0.0001178226,0.00006064235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0007006978,0.0005880513,0.3001316,0.000470838,0.0001739891,0.02362042,0.02080552,0.4518275,0.01942686,0.0751754,0.00970668,0.09737255],"study_design_scores_gemma":[0.0002741341,0.0006449464,0.2874426,0.0001381601,0.0002089458,0.001874623,0.09061448,0.4889074,0.01598094,0.01500302,0.09873939,0.0001713251],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728931,0.00005414566,0.002653501,0.0003114044,0.000002634988,0.00008257701,0.0002155947,0.00002416515,0.02376289],"genre_scores_gemma":[0.9937072,0.00009092638,0.002428154,0.00001455749,0.000001153471,0.00001947777,0.00009600737,0.000005890807,0.003636549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09267724,"threshold_uncertainty_score":0.186446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02591503843368878,"score_gpt":0.1988330801592963,"score_spread":0.1729180417256075,"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."}}