{"id":"W2006902389","doi":"10.1139/l09-094","title":"Large-scale simulation modeling system for industrial construction","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"BIM and Construction Integration","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Systems engineering; Plan (archaeology); Engineering; Production (economics); Supply chain; Scale (ratio); Industrial engineering; Computer science; Manufacturing engineering","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":[0.0007676263,0.0008429254,0.0008254494,0.0006149509,0.0007018128,0.001059094,0.001697379,0.0009062889,0.01532871],"category_scores_gemma":[0.001461327,0.0005450077,0.001073317,0.0006978019,0.0003437164,0.0009914766,0.001138462,0.001056989,0.003390445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00116091,"about_ca_system_score_gemma":0.001717435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009156868,"about_ca_topic_score_gemma":0.006603971,"domain_scores_codex":[0.9995285,0.000146771,0.00004785359,0.00007618681,0.00016274,0.00003789688],"domain_scores_gemma":[0.999453,0.0001697468,0.00003075539,0.0001265665,0.0001749085,0.0000450646],"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":[0.0001485487,0.0001626725,0.002098764,0.0001397278,0.00006675645,0.0001632195,0.0002559832,0.9304651,0.009570599,0.01996216,0.01073872,0.02622776],"study_design_scores_gemma":[0.00003763111,0.00001925313,0.0002419405,0.00000833762,0.00001379854,0.00002184295,0.00001420272,0.9760547,0.002375566,0.001954648,0.01924391,0.00001423999],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02011488,0.0001005379,0.9368883,0.0001700454,0.0001093261,0.000427683,0.002283686,0.02363307,0.01627257],"genre_scores_gemma":[0.485889,0.0004761228,0.480311,0.0001190676,0.00005236255,0.002563553,0.009264178,0.002956833,0.0183679],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01532871,"threshold_uncertainty_score":0.0512796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01337720391368661,"score_gpt":0.1908462151869612,"score_spread":0.1774690112732746,"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."}}