{"id":"W2912250395","doi":"10.1016/j.jobe.2019.02.010","title":"A multi-criteria lifecycle assessment framework for evaluating building systems design","year":2019,"lang":"en","type":"article","venue":"Journal of Building Engineering","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Interdependence; Risk analysis (engineering); Reliability engineering; System lifecycle; Function (biology); Reliability (semiconductor); Computer science; Systems design; Building envelope; Systems engineering; Engineering; Business","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":[0.01248632,0.002014316,0.001355726,0.009010429,0.001337625,0.004007807,0.002226516,0.001569199,0.003807792],"category_scores_gemma":[0.01051749,0.0007216756,0.002325917,0.002965181,0.001475679,0.003074253,0.00333681,0.001429547,0.0004417632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003950312,"about_ca_system_score_gemma":0.005213548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01014359,"about_ca_topic_score_gemma":0.01327002,"domain_scores_codex":[0.9902082,0.004446761,0.0005617941,0.0003252075,0.0039932,0.0004648189],"domain_scores_gemma":[0.9947718,0.002237992,0.0005492453,0.0003299285,0.001843285,0.0002676596],"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":[0.0001413034,0.0004251985,0.005311305,0.0007099212,0.0003799014,0.0002145807,0.0004195808,0.6822909,0.006994294,0.1339835,0.002940312,0.1661891],"study_design_scores_gemma":[0.00004306237,0.0004092445,0.001525286,0.0002185987,0.0001238522,0.00008993793,0.0002557536,0.9522325,0.001967128,0.03836247,0.004708117,0.00006402943],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01651299,0.000541108,0.9734331,0.0003531815,0.00002503647,0.0005089302,0.0002249922,0.0002815814,0.008119015],"genre_scores_gemma":[0.2787344,0.0002994315,0.7181343,0.0000768051,0.00002308286,0.0007609446,0.0003026904,0.00005656333,0.00161174],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01248632,"threshold_uncertainty_score":0.06603479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0364854494497102,"score_gpt":0.3431366587987116,"score_spread":0.3066512093490014,"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."}}