{"id":"W3135984895","doi":"10.5555/1161734.3259863","title":"Session details: Construction engineering and project management: construction engineering II","year":2004,"lang":"en","type":"article","venue":"Winter Simulation Conference","topic":"BIM and Construction Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Session (web analytics); Computer science; Project management; Construction engineering; Software engineering; Engineering management; Systems engineering; Engineering; World Wide Web","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":[0.00006361796,0.0002441897,0.0001727871,0.0003039867,0.0001211117,0.0001192927,0.00007726908,0.0001314663,0.00005579599],"category_scores_gemma":[0.00001642092,0.00026115,0.0000462608,0.0002498106,0.00005359297,0.0005902456,0.00004035982,0.0002063684,0.00001195945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001151192,"about_ca_system_score_gemma":0.00001956736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006354165,"about_ca_topic_score_gemma":0.00000448271,"domain_scores_codex":[0.9990069,0.00000997695,0.0003317502,0.000271112,0.0001628735,0.0002174465],"domain_scores_gemma":[0.9995936,0.00002319823,0.00005384047,0.000167387,0.00009723296,0.00006479159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001739624,0.00001178592,0.0003826628,0.0001818178,0.00007913361,0.000005545829,0.0005679639,0.8748295,0.005103184,0.04433693,0.00001645106,0.07446763],"study_design_scores_gemma":[0.001019267,0.00004773615,0.001433396,0.0003788895,0.0000473484,0.0001657527,0.0004143551,0.9865951,0.004137715,0.0009278893,0.004389381,0.0004431577],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3242031,0.0001023768,0.6717877,0.00003910551,0.001177793,0.000316604,0.000007188349,0.0007476115,0.001618585],"genre_scores_gemma":[0.9773387,0.00004939055,0.02235901,0.00001187032,0.0001084766,0.00003325876,0.00001914041,0.00002899884,0.00005119375],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6531356,"threshold_uncertainty_score":0.9999841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01225560083221168,"score_gpt":0.2196005307465871,"score_spread":0.2073449299143755,"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."}}