{"id":"W2138906600","doi":"10.1061/(asce)0742-597x(2009)25:1(12)","title":"Early Contractor Involvement in Design and Its Impact on Construction Schedule Performance","year":2008,"lang":"en","type":"article","venue":"Journal of Management in Engineering","topic":"BIM and Construction Integration","field":"Engineering","cited_by":212,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Schedule; Construction management; Process (computing); Engineering; Construction industry; Quality (philosophy); Project management; Integrated project delivery; Simulation modeling; Construction engineering; Computer science; Operations research; Systems engineering; Civil 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":[0.01458069,0.0005869852,0.0003619601,0.001223654,0.001494784,0.002442403,0.00105414,0.0008851899,0.005496057],"category_scores_gemma":[0.04716228,0.0004137212,0.0003381589,0.0009569497,0.001149266,0.001336944,0.001923814,0.001244062,0.000770946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002606498,"about_ca_system_score_gemma":0.003496201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007618723,"about_ca_topic_score_gemma":0.008877306,"domain_scores_codex":[0.9815655,0.01126089,0.0006940518,0.0007480109,0.004013247,0.001718304],"domain_scores_gemma":[0.9019159,0.06317972,0.0134498,0.005403545,0.008561256,0.007489748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005037501,0.0071365,0.575343,0.0003694275,0.0002233397,0.002138905,0.025722,0.06617775,0.02659862,0.009408455,0.001469185,0.2803754],"study_design_scores_gemma":[0.0002421806,0.007620848,0.8346663,0.0002535638,0.0001744265,0.001306158,0.03231038,0.08430506,0.01834058,0.004226043,0.01626192,0.0002925672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889599,0.00006192442,0.003013537,0.000102458,0.000005132091,0.00002705946,0.00001978259,0.00002612891,0.007784081],"genre_scores_gemma":[0.9974632,0.0000463805,0.001140512,0.00001050058,0.000002543336,0.00001697832,0.0000387316,0.00001168502,0.00126957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01458069,"threshold_uncertainty_score":0.07711095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01192551175875585,"score_gpt":0.2037258822824726,"score_spread":0.1918003705237168,"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."}}