{"id":"W2270511882","doi":"","title":"Simulation Of QA/QC Impact On Onshore Jacket Fabrication Productivity","year":2006,"lang":"en","type":"article","venue":"Proceedings of the Joint CIB W78, W102, ICCCBE, ICCC, and DMUCE International Conference on Computing and Decision Making in Civil and Building Engineering, Montreal, Canada, 14-16 June","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Duration (music); Quality assurance; Productivity; Quality (philosophy); Computer science; Remedial education; Reliability engineering; Operations management; Engineering; Operations research; Economics; Mathematics","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":[0.0003682935,0.0003385147,0.0004361253,0.000347673,0.00009342201,0.00008641269,0.0001945768,0.00009217289,0.000004456171],"category_scores_gemma":[0.000403139,0.0002707704,0.00006764933,0.0002529407,0.00005356058,0.0001292404,0.0001454289,0.0003041649,9.779803e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001810448,"about_ca_system_score_gemma":0.00003937888,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009335091,"about_ca_topic_score_gemma":0.009576777,"domain_scores_codex":[0.9983249,0.00000699241,0.0005401956,0.0003795152,0.0004755487,0.0002728946],"domain_scores_gemma":[0.9989549,0.000343087,0.0002084337,0.000134838,0.0002964752,0.00006228007],"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":[0.0001145341,0.00006985438,0.01018283,0.0002751492,0.00008421564,0.000002460414,0.0001829367,0.9528393,0.002429003,0.003679191,0.002945767,0.02719481],"study_design_scores_gemma":[0.0004269993,0.00007901328,0.1593912,0.001194944,0.00002214327,0.000009643843,0.00005100026,0.8350759,0.001518883,0.001622212,0.000316063,0.0002919978],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895478,0.0003506027,0.007313436,0.0001636885,0.0005668211,0.0002008229,0.00002660013,0.00007828248,0.001751953],"genre_scores_gemma":[0.9987466,0.00009824549,0.0008722494,0.00001413914,0.0001819597,0.000006068832,0.00000430672,0.00002860045,0.0000478825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1492084,"threshold_uncertainty_score":0.9999744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01092370993064394,"score_gpt":0.2426552637218237,"score_spread":0.2317315537911798,"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."}}