{"id":"W2277459328","doi":"","title":"Enhanced earned value management on practical construction projects through constrained project scheduling simulations","year":2011,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"BIM and Construction Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Earned value management; Project management; Scheduling (production processes); Computer science; Operations research; Operations management; Engineering; Project management triangle; Systems engineering; Project charter","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002643757,0.0002563369,0.0001930908,0.001312749,0.0008342357,0.0000605004,0.0002868215,0.0001601307,0.0001280217],"category_scores_gemma":[0.0001598804,0.0002802367,0.0001131874,0.001419489,0.001292468,0.000718555,0.0001213868,0.0009273827,0.00008771651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005212023,"about_ca_system_score_gemma":0.0005646045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001674333,"about_ca_topic_score_gemma":0.00007564377,"domain_scores_codex":[0.9977361,0.0002199622,0.0002757494,0.0004833054,0.0006911079,0.0005937984],"domain_scores_gemma":[0.9990131,0.0002401815,0.00006307157,0.0003419405,0.000202152,0.000139562],"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":[0.0002682409,0.0001256057,0.00007781049,0.00005612453,0.0001545285,0.00008838853,0.0004582817,0.005075609,0.008836499,0.9783648,0.00008956331,0.006404563],"study_design_scores_gemma":[0.01552459,0.003033754,0.01212988,0.003824521,0.0006969104,0.001355664,0.02986146,0.3436605,0.3226816,0.1836843,0.07792129,0.00562556],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06635856,0.00002553144,0.5597789,0.0001338602,0.0004917956,0.001185421,0.0001149332,0.0007288393,0.3711822],"genre_scores_gemma":[0.9043399,0.0001113935,0.09497976,0.00001950314,0.00009359132,0.00001682806,0.0000621197,0.00002355117,0.0003533595],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8379813,"threshold_uncertainty_score":0.999965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09012750692421444,"score_gpt":0.3121417691437903,"score_spread":0.2220142622195759,"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."}}