{"id":"W641156406","doi":"","title":"Sustainable construction modelling: a systems engineering approach","year":2013,"lang":"en","type":"article","venue":"RMIT Research Repository (RMIT University Library)","topic":"BIM and Construction Integration","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Systems engineering; Process (computing); Computer science; Information system; Information model; Building information modeling; Resource (disambiguation); Product (mathematics); Construction management; Sustainability; Engineering; Civil engineering; Software engineering","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":[0.001309954,0.001250233,0.0009332542,0.002254054,0.001189499,0.003797151,0.002626577,0.002226289,0.004942366],"category_scores_gemma":[0.002026483,0.0006747758,0.001575798,0.002616332,0.002404936,0.002689524,0.003384753,0.001621876,0.0007047451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00326615,"about_ca_system_score_gemma":0.003525901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009568207,"about_ca_topic_score_gemma":0.008711059,"domain_scores_codex":[0.9988919,0.0005118197,0.00005563881,0.0001572836,0.0003058577,0.00007753349],"domain_scores_gemma":[0.9991161,0.0005224096,0.00008257518,0.00006701545,0.0001594486,0.00005241435],"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":[0.000005717325,0.00003057602,0.0006961566,0.0001718954,0.00006364136,0.0001053535,0.0003245584,0.5100281,0.0003749439,0.4748819,0.001697122,0.01162003],"study_design_scores_gemma":[0.00001263439,0.00003738539,0.0003024137,0.0001395949,0.00003108383,0.00008574872,0.0003626925,0.5511763,0.0002512666,0.4065177,0.04104953,0.00003362096],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007648576,0.002355898,0.9303281,0.003419881,0.0001898658,0.0001629183,0.0004465704,0.0003038002,0.0551443],"genre_scores_gemma":[0.5048893,0.01038578,0.4579499,0.0005823803,0.0004832206,0.001200248,0.001067663,0.0002891136,0.02315239],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.009568207,"threshold_uncertainty_score":0.02369773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01396220714736826,"score_gpt":0.174660897046332,"score_spread":0.1606986898989637,"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."}}