{"id":"W4392400114","doi":"10.23977/jeis.2024.090107","title":"The Promotion of BIM Integrated Design in Building Engineering Construction","year":2024,"lang":"en","type":"article","venue":"Journal of Electronics and Information Science","topic":"BIM and Construction Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Promotion (chess); Construction engineering; Engineering; Architectural engineering; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003251082,0.001095491,0.0006166388,0.002161301,0.0008432729,0.002269207,0.001410753,0.001147104,0.002707863],"category_scores_gemma":[0.003498737,0.0006918461,0.0009479586,0.001733539,0.001386032,0.003472962,0.003149227,0.001558167,0.001068713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009220783,"about_ca_system_score_gemma":0.001466884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008556087,"about_ca_topic_score_gemma":0.0009208241,"domain_scores_codex":[0.9955343,0.001411324,0.0001408625,0.0003050652,0.002442445,0.0001659829],"domain_scores_gemma":[0.9986905,0.0003287565,0.0001085191,0.0003711344,0.0004275507,0.00007349561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001146035,0.0002102633,0.002799565,0.0008144659,0.00008047264,0.0002532014,0.001460305,0.08469608,0.03050637,0.3301666,0.004388155,0.5445099],"study_design_scores_gemma":[0.00008397728,0.000572946,0.00468793,0.0006297384,0.0001926772,0.001767877,0.0008902196,0.4065535,0.06000166,0.1590374,0.3653987,0.0001833538],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006445583,0.000924962,0.9747868,0.0003701533,0.0001272584,0.00006125849,0.0000309268,0.0003700273,0.016883],"genre_scores_gemma":[0.1636073,0.001576203,0.8298445,0.0001751715,0.00009285151,0.0001825416,0.0001714274,0.0002023209,0.004147756],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003251082,"threshold_uncertainty_score":0.01719356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005672506925393084,"score_gpt":0.2093401837724197,"score_spread":0.2036676768470266,"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."}}