{"id":"W2961577844","doi":"10.1139/cjce-2018-0572","title":"A reality based cost-benefit analysis of high performance residences: Part II","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Read Jones Christoffersen (Canada); University of Victoria","funders":"","keywords":"Residence; Payback period; Procurement; Building code; Engineering; Process (computing); Operations management; Architectural engineering; Civil engineering; Business; Computer science; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004839936,0.0007240757,0.000562629,0.001290839,0.0004127616,0.003251043,0.001843446,0.001179857,0.006480767],"category_scores_gemma":[0.007277225,0.0007039946,0.001278978,0.001390565,0.0007017844,0.001819127,0.000984664,0.001494376,0.0003951054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008424151,"about_ca_system_score_gemma":0.002804627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02597296,"about_ca_topic_score_gemma":0.02083906,"domain_scores_codex":[0.9969481,0.001574796,0.00008588099,0.0002547185,0.0007869621,0.000349496],"domain_scores_gemma":[0.9960676,0.002693018,0.0004221935,0.0001984214,0.0005296164,0.00008909706],"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":[0.000698407,0.0004204587,0.01886577,0.0004257701,0.0001727039,0.0003952775,0.0002538154,0.9161257,0.002341576,0.03353412,0.001263367,0.02550309],"study_design_scores_gemma":[0.0001393258,0.002344053,0.03076733,0.0001268671,0.0002175023,0.000317223,0.001176772,0.9464099,0.002943422,0.007610685,0.007838709,0.0001082598],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8798947,0.0007864846,0.08092786,0.0007701355,0.00004264206,0.001147658,0.001789385,0.00009587366,0.03454525],"genre_scores_gemma":[0.9787672,0.0003198608,0.01620955,0.00004428547,0.00001454066,0.000186944,0.0004974952,0.00001990729,0.00394022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02597296,"threshold_uncertainty_score":0.06112176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01022926344027479,"score_gpt":0.2010169773418285,"score_spread":0.1907877139015537,"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."}}