{"id":"W4233270220","doi":"10.1007/978-1-4939-7131-2_101074","title":"Simulation","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science","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":[0.000608567,0.0009011565,0.0005569492,0.001136179,0.0006598737,0.002572185,0.001308262,0.001047466,0.1477272],"category_scores_gemma":[0.002696065,0.0003834625,0.0006688607,0.0009731585,0.0006582958,0.002184246,0.001974824,0.001407979,0.06104007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009970265,"about_ca_system_score_gemma":0.001474804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001561496,"about_ca_topic_score_gemma":0.001666568,"domain_scores_codex":[0.9994084,0.0001331977,0.00002474633,0.00009981623,0.0002974252,0.0000364295],"domain_scores_gemma":[0.9993275,0.0002342468,0.0000228808,0.0001848379,0.0001853036,0.00004523171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003663515,0.00005852901,0.0002214654,0.0002628838,0.00002339526,0.00006624527,0.0001303306,0.02449585,0.001460609,0.4958278,0.1815089,0.2959074],"study_design_scores_gemma":[0.00001040768,0.00001598062,0.000115968,0.000134964,0.000009288766,0.00009975827,0.0000362098,0.02144154,0.001294377,0.1249181,0.8519094,0.00001395168],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001132074,0.001372946,0.2324358,0.001472021,0.0007717012,0.000144794,0.0006282822,0.002575841,0.7594666],"genre_scores_gemma":[0.04474244,0.004196365,0.07806817,0.001075512,0.0005469572,0.0003622487,0.002647768,0.001292775,0.8670678],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1477272,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2568722849690688,"score_gpt":0.4640527766568255,"score_spread":0.2071804916877568,"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."}}