{"id":"W2143042173","doi":"10.1177/0037549710380992","title":"Simphony Supply Chain Simulator: a simulation toolkit to model the supply chain of construction projects","year":2010,"lang":"en","type":"article","venue":"SIMULATION","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Works and Government Services Canada; University of Alberta","funders":"","keywords":"Supply chain; Supply chain management; Computer science; Productivity; Systems engineering; Field (mathematics); Construction industry; Construction management; Simulation modeling; Set (abstract data type); Industrial engineering; Engineering management; Process management; Engineering; Construction engineering; Civil engineering; Business","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":[],"consensus_categories":[],"category_scores_codex":[0.001080137,0.0002840961,0.0002919396,0.0004300267,0.0003382108,0.0002546055,0.0003329673,0.0001630343,0.0002297277],"category_scores_gemma":[0.0005044639,0.0002404096,0.0001361265,0.0007820611,0.0001098454,0.001183874,0.0002024352,0.0002627143,0.0001263231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004846876,"about_ca_system_score_gemma":0.00004611836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003432271,"about_ca_topic_score_gemma":0.0002619119,"domain_scores_codex":[0.9978704,0.00004198891,0.0006384228,0.0004457347,0.0006218055,0.0003816492],"domain_scores_gemma":[0.9983462,0.0002933687,0.000367979,0.0005904226,0.0003724802,0.00002956208],"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":[0.0001401112,0.000077218,0.007550375,0.0001179283,0.00002414565,6.735008e-7,0.0005358435,0.9495496,0.001205044,0.03177226,0.0002356072,0.008791153],"study_design_scores_gemma":[0.0007246586,0.00002249304,0.006538194,0.00003106387,0.0000618698,2.777648e-7,0.0003657434,0.9713422,0.0001482543,0.008207951,0.01226957,0.0002877156],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9298698,0.000007738035,0.06338593,0.00210743,0.0006448865,0.001795799,0.00002010181,0.0001834419,0.001984914],"genre_scores_gemma":[0.9965163,0.000001010212,0.0007614494,0.001460309,0.000818383,0.00003413258,0.0001164872,0.00004201326,0.00024995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06664651,"threshold_uncertainty_score":0.980362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02513962207402047,"score_gpt":0.2673037750777499,"score_spread":0.2421641530037294,"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."}}