{"id":"W2801128291","doi":"10.1016/j.buildenv.2018.04.019","title":"Life cycle sustainability performance assessment framework for residential modular buildings: Aggregated sustainability indices","year":2018,"lang":"en","type":"article","venue":"Building and Environment","topic":"BIM and Construction Integration","field":"Engineering","cited_by":148,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Sustainability; Analytic hierarchy process; Modular design; Multiple-criteria decision analysis; Process (computing); Life-cycle assessment; ELECTRE; Engineering; Computer science; Operations research; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.002103146,0.0009565377,0.0006056738,0.003792726,0.0003846518,0.002046304,0.001067608,0.0005202221,0.002011355],"category_scores_gemma":[0.001924576,0.0002589718,0.0008357666,0.002511801,0.000426331,0.001506894,0.001612626,0.0005532008,0.0004485174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001555731,"about_ca_system_score_gemma":0.00121855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005738708,"about_ca_topic_score_gemma":0.01086688,"domain_scores_codex":[0.9988226,0.000293263,0.00006640824,0.0001108382,0.0005756071,0.0001312245],"domain_scores_gemma":[0.999181,0.0000951748,0.0001367581,0.0001106428,0.0004254899,0.00005094825],"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":[0.00007983725,0.0004627101,0.02490262,0.0002420027,0.0003036669,0.0001115321,0.0003260454,0.7067769,0.008025528,0.07671276,0.004978722,0.1770777],"study_design_scores_gemma":[0.00001099282,0.000247607,0.02031384,0.0001180614,0.0001420027,0.0001317417,0.0004886881,0.9228879,0.004390019,0.03741639,0.01379254,0.00006029976],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1882225,0.0005067482,0.7676364,0.0003089317,0.00004033075,0.0003106692,0.002493344,0.0009477556,0.0395333],"genre_scores_gemma":[0.8441283,0.0002967168,0.1493533,0.00004993701,0.00002739427,0.0002763364,0.002011106,0.0001037601,0.003753196],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005738708,"threshold_uncertainty_score":0.01141059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005157188246402178,"score_gpt":0.2363628578111186,"score_spread":0.2312056695647164,"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."}}