{"id":"W2498060735","doi":"10.1201/9781315583655","title":"Fundamental Issues in Defense Training and Simulation","year":2017,"lang":"en","type":"book","venue":"","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Training (meteorology); Computer science; Management science; Engineering; Geography; Meteorology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009657456,0.0001537694,0.0003178283,0.000312935,0.0001729469,0.0004303789,0.0003687799,0.0002122374,0.0008550623],"category_scores_gemma":[0.0004375312,0.0001242413,0.00006518981,0.00006390982,0.0001116364,0.00022062,0.0001206717,0.0001582879,0.000146857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005885254,"about_ca_system_score_gemma":0.00009122242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000278885,"about_ca_topic_score_gemma":0.00009072204,"domain_scores_codex":[0.9983095,0.00003160124,0.0005099459,0.0004606153,0.0005606183,0.00012771],"domain_scores_gemma":[0.9980281,0.0009027361,0.0003018466,0.0006048078,0.000102138,0.00006040079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001927037,0.00004587257,0.002961991,0.00001142154,0.00001660483,0.00001032042,0.002528555,0.003823518,0.00001246277,0.1154156,0.09431591,0.7808385],"study_design_scores_gemma":[0.0001268795,0.0000163241,0.001001922,0.00003103842,0.000004041814,0.00000132931,0.0001338252,0.01920527,0.000003582415,0.2858722,0.6934606,0.0001430395],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001202321,0.000265292,0.00375265,0.0005118446,0.00006983345,0.0004315376,0.00002791235,0.00009064397,0.993648],"genre_scores_gemma":[0.2662844,0.00003289014,0.001589231,0.000108586,0.00009515904,0.00001337207,0.00002129435,0.00001330005,0.7318418],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7806954,"threshold_uncertainty_score":0.9362332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2843480993425645,"score_gpt":0.4891853207793262,"score_spread":0.2048372214367618,"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."}}