{"id":"W2953682657","doi":"10.22260/isarc2019/0016","title":"Implementation Framework for BIM Adoption and Project Management in Public Organizations","year":2019,"lang":"en","type":"article","venue":"Proceedings of the ... ISARC","topic":"BIM and Construction Integration","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Building information modeling; Government (linguistics); Corporate governance; Process management; Software deployment; Business; Public sector; Order (exchange); Knowledge management; Computer science; Operations management; Engineering; Economics; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0198897,0.001163102,0.0007405106,0.006811386,0.002446884,0.007277676,0.003094999,0.003830398,0.009324625],"category_scores_gemma":[0.01327549,0.0009517982,0.001929685,0.00406039,0.003687038,0.005934551,0.004899364,0.003020951,0.002107377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007335299,"about_ca_system_score_gemma":0.01365898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01210978,"about_ca_topic_score_gemma":0.009629649,"domain_scores_codex":[0.9823172,0.01021737,0.001876648,0.001163149,0.003222826,0.001202762],"domain_scores_gemma":[0.9914941,0.004124782,0.0007553455,0.0007408732,0.002455918,0.0004290686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003424648,0.0002449761,0.001731056,0.0003571493,0.00003168949,0.0003058903,0.00398566,0.009971608,0.001084248,0.9130131,0.003333553,0.06590685],"study_design_scores_gemma":[0.0001745121,0.0004481732,0.005826775,0.003394728,0.0001695754,0.00107219,0.01148889,0.164386,0.00359638,0.4206351,0.3885857,0.0002219171],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01010269,0.0005256035,0.9255283,0.003514822,0.000100263,0.002404832,0.0003792104,0.00108383,0.05636043],"genre_scores_gemma":[0.1169906,0.0004927422,0.8704371,0.00025952,0.00003891803,0.003450231,0.0009343316,0.0001421717,0.007254327],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0198897,"threshold_uncertainty_score":0.105188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0119168857388902,"score_gpt":0.2477742101778646,"score_spread":0.2358573244389744,"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."}}