{"id":"W2187318879","doi":"10.14288/1.0076339","title":"BIM maturity assessment and certification in construction project team selection","year":2015,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"BIM and Construction Integration","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Building information modeling; Maturity (psychological); Capability Maturity Model; Certification; Process management; Audit; Project team; Work (physics); Engineering management; Knowledge management; Engineering; Business; Computer science; Operations management","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":[0.02487956,0.0004454634,0.0004715923,0.005107809,0.002027588,0.004050568,0.001381672,0.001143645,0.006311508],"category_scores_gemma":[0.05193663,0.0005707992,0.0004943529,0.003791392,0.0009161753,0.004210069,0.004032154,0.001486947,0.00173002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004182558,"about_ca_system_score_gemma":0.009915701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006440164,"about_ca_topic_score_gemma":0.01081589,"domain_scores_codex":[0.9799082,0.01105569,0.001446723,0.001028671,0.00541329,0.001147375],"domain_scores_gemma":[0.9605436,0.01229171,0.005031782,0.001871327,0.01773808,0.002523524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003776508,0.001067405,0.08432803,0.0007839769,0.00004204985,0.0003906213,0.01104291,0.006190195,0.002979936,0.02090384,0.01843045,0.8534629],"study_design_scores_gemma":[0.0003209736,0.003274843,0.4055273,0.005664574,0.0003081304,0.001756415,0.07925531,0.1633614,0.02402598,0.05641269,0.2594924,0.00059993],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4761965,0.005058226,0.3331136,0.0107841,0.001057488,0.007765584,0.0007833408,0.001624672,0.1636164],"genre_scores_gemma":[0.8471241,0.0009470046,0.1396732,0.0002468505,0.00006522523,0.001602042,0.0006885831,0.00006897882,0.009584116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02487956,"threshold_uncertainty_score":0.1315773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01284787690942442,"score_gpt":0.1957682929153431,"score_spread":0.1829204160059187,"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."}}