{"id":"W2301628738","doi":"10.14288/1.0063135","title":"Integrating data models, analysis and multidimensional visualizations : a unified construction project management arena","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"BIM and Construction Integration","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Data science; Process 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":[0.03203146,0.001428384,0.002061444,0.007914638,0.003115333,0.02707335,0.005269898,0.004865517,0.002769031],"category_scores_gemma":[0.01858681,0.002788562,0.002589103,0.008786536,0.009756248,0.03978156,0.02060349,0.009276673,0.0009814861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003738937,"about_ca_system_score_gemma":0.00644677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002688852,"about_ca_topic_score_gemma":0.002049314,"domain_scores_codex":[0.9769528,0.01141124,0.001462023,0.00193419,0.00742877,0.0008109505],"domain_scores_gemma":[0.9850554,0.006109081,0.0008680312,0.004532875,0.001984589,0.001449969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007185352,0.0002182335,0.001946507,0.0003040336,0.00007169738,0.000472666,0.006093113,0.01009271,0.002914399,0.7623143,0.009205495,0.2062951],"study_design_scores_gemma":[0.00008200936,0.0002189118,0.002049522,0.001272631,0.00007735296,0.001069439,0.005812274,0.1384309,0.003279385,0.6131058,0.2343742,0.0002275843],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01386789,0.005456524,0.9422056,0.01643793,0.0002759447,0.0001979391,0.0001460876,0.002778633,0.01863335],"genre_scores_gemma":[0.1356068,0.004132438,0.8532692,0.0009704893,0.0006008965,0.0004897966,0.0003780502,0.0006647772,0.003887587],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03203146,"threshold_uncertainty_score":0.1694006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01188390592469017,"score_gpt":0.1942191264805386,"score_spread":0.1823352205558484,"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."}}