{"id":"W2115407046","doi":"10.5555/1351542.1351919","title":"Simulation and uncertainty modeling of project schedules estimates","year":2007,"lang":"en","type":"article","venue":"Winter Simulation Conference","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Project management; Field (mathematics); Project planning; Operations research; Industrial engineering; Systems engineering; Real-time computing; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001498878,0.0001476492,0.000243837,0.0003567204,0.0001231033,0.0001432046,0.0002775621,0.00009932959,0.0001352041],"category_scores_gemma":[0.00180183,0.0001210479,0.00006590194,0.0005070075,0.0001042745,0.0003941335,0.00009769675,0.00009696899,0.00001389721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002419465,"about_ca_system_score_gemma":0.000052506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005312199,"about_ca_topic_score_gemma":0.00002868538,"domain_scores_codex":[0.9979032,0.00004787124,0.0008683997,0.0004110014,0.0005902818,0.000179293],"domain_scores_gemma":[0.995298,0.002760603,0.000305748,0.0004252962,0.001144253,0.00006606433],"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":[0.00003674601,0.00002341082,0.007021204,0.000004931027,0.000005357786,1.668987e-7,0.0003895437,0.9578205,0.0002673401,0.01029507,0.000004396102,0.02413133],"study_design_scores_gemma":[0.0002029695,0.00003510933,0.003198337,0.00003157364,0.000008767759,3.646651e-7,0.000364216,0.9526961,0.000492316,0.04240389,0.0004423918,0.000123915],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3247022,0.00001903781,0.6738439,0.00007104777,0.0000336066,0.0002556221,0.000007916595,0.00006655625,0.001000098],"genre_scores_gemma":[0.9837223,0.000001684809,0.0160691,0.00005307719,0.00003826964,0.000007118868,0.00001164993,0.000009937586,0.00008688401],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6590201,"threshold_uncertainty_score":0.493619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2526714406479132,"score_gpt":0.4776906593868254,"score_spread":0.2250192187389122,"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."}}