{"id":"W1988285173","doi":"10.1111/1467-8667.00274","title":"Information Population of an Integrated Construction Management System","year":2002,"lang":"en","type":"article","venue":"Computer-Aided Civil and Infrastructure Engineering","topic":"BIM and Construction Integration","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of New Brunswick","funders":"","keywords":"Computer science; Information system; Management information systems; Construction management; Systems engineering; Information management; Knowledge management; 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":[0.001524558,0.0002896238,0.0006861211,0.002672114,0.001026747,0.003031779,0.0009314238,0.0005451537,0.01271695],"category_scores_gemma":[0.005560934,0.0003134939,0.0003195583,0.002980748,0.0004050157,0.002885475,0.00138065,0.0004041666,0.002130529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001478684,"about_ca_system_score_gemma":0.002106661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01331506,"about_ca_topic_score_gemma":0.004959992,"domain_scores_codex":[0.9985819,0.0002942405,0.000128937,0.0002685825,0.0005439936,0.0001823404],"domain_scores_gemma":[0.9977094,0.0008003229,0.0001282747,0.0003465973,0.0008211727,0.0001941844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004427237,0.002283598,0.0918272,0.0003650807,0.0001407013,0.001399664,0.004512383,0.101402,0.04966016,0.09352887,0.02394969,0.6265034],"study_design_scores_gemma":[0.0003213535,0.001053595,0.03481494,0.00006295994,0.000251938,0.0005318122,0.001665136,0.8590976,0.0389006,0.0190999,0.04407637,0.0001238247],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7846976,0.0002651474,0.1518692,0.0007495316,0.00004743494,0.0006720328,0.004045259,0.005324353,0.05232938],"genre_scores_gemma":[0.9471306,0.0001502589,0.03584924,0.0001352653,0.00004212034,0.0002903002,0.004419541,0.0001736956,0.01180906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01331506,"threshold_uncertainty_score":0.04254246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002722841995804883,"score_gpt":0.1478580320807246,"score_spread":0.1451351900849197,"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."}}