{"id":"W6922015989","doi":"10.11575/prism/49425","title":"Multi-Residential Buildings in Alberta’s Microgeneration Regulations","year":2024,"lang":"en","type":"other","venue":"Open MIND","topic":"Integrated Energy Systems Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Photovoltaic system; Scope (computer science); Greenhouse gas; Electricity; Apartment; Incentive; Sustainability; Solar energy","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":[0.0004171803,0.000172738,0.0001033717,0.0002836093,0.002319325,0.001694905,0.0007470407,0.0005656734,0.003816995],"category_scores_gemma":[0.0003947583,0.0001321465,0.0002176602,0.0006419863,0.001112307,0.0003809985,0.001046599,0.000418099,0.0001841227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01228641,"about_ca_system_score_gemma":0.01156009,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7068586,"about_ca_topic_score_gemma":0.9336994,"domain_scores_codex":[0.9994426,0.00007946122,0.000007571443,0.00005140731,0.0002693669,0.0001494238],"domain_scores_gemma":[0.9996974,0.00007977917,0.00004081235,0.0000312057,0.00008576704,0.00006500242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000711064,0.0005882934,0.1483082,0.0006858162,0.0001133066,0.008712394,0.007886047,0.2057472,0.03949758,0.2558976,0.02843036,0.3034221],"study_design_scores_gemma":[0.00006854026,0.0003566157,0.293086,0.000377609,0.00009221753,0.001427285,0.04773096,0.07952248,0.018927,0.02648971,0.5317491,0.0001725478],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8435972,0.0009947014,0.008474531,0.001831824,0.00004886371,0.00007626222,0.0003057978,0.0001349767,0.1445359],"genre_scores_gemma":[0.9770983,0.0002977749,0.003320787,0.0001423614,0.000005519333,0.00001056155,0.0001082125,0.00001196138,0.01900445],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2931414,"threshold_uncertainty_score":0.5897354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01553983894027002,"score_gpt":0.2603437176696828,"score_spread":0.2448038787294128,"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."}}