{"id":"W4250150441","doi":"10.1007/978-1-4471-2783-3_1","title":"Introduction","year":2013,"lang":"en","type":"book-chapter","venue":"Simulation foundations, methods and applications","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007261045,0.0008698757,0.0006263404,0.001604056,0.001077475,0.003665511,0.001586308,0.00159643,0.4995461],"category_scores_gemma":[0.002890398,0.0003199083,0.0005131488,0.001636528,0.0005430719,0.002960308,0.002272547,0.001665639,0.4277382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001136809,"about_ca_system_score_gemma":0.001895723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001956644,"about_ca_topic_score_gemma":0.003046557,"domain_scores_codex":[0.9993334,0.0000741413,0.0000251935,0.0001409355,0.0003625624,0.00006380551],"domain_scores_gemma":[0.9991599,0.0001464856,0.0000293328,0.0001452476,0.0003942779,0.0001247816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002587797,0.00003666038,0.0000907135,0.0001986462,0.000003095033,0.00004524838,0.000111839,0.0003498738,0.0004962181,0.05947869,0.7032805,0.2358827],"study_design_scores_gemma":[0.000001675861,0.000005146098,0.00004940036,0.00006550029,0.000001023302,0.00002988014,0.00002524377,0.00005937407,0.0001025089,0.007415741,0.9922419,0.000002777939],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003842603,0.003039818,0.01528751,0.002524549,0.004001569,0.0001610503,0.002287292,0.001313941,0.971],"genre_scores_gemma":[0.001666193,0.00189839,0.003899536,0.001044401,0.0006737232,0.0001041898,0.001841036,0.0003720566,0.9885004],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4995461,"threshold_uncertainty_score":0.7138367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1637873696799891,"score_gpt":0.5049803418330077,"score_spread":0.3411929721530186,"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."}}