{"id":"W6997412643","doi":"","title":"Winter Quarter Grad Prevails in Global Simulation Competition","year":2018,"lang":"en","type":"article","venue":"Calhoun: The Naval Postgraduate School Institutional Archive (Naval Postgraduate School)","topic":"Anomaly Detection Techniques and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Competition (biology); Measure (data warehouse); Global imbalances; Imperfect competition","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002495723,0.0009995217,0.0008401825,0.00160122,0.003141495,0.00626899,0.0008866633,0.002171111,0.2463217],"category_scores_gemma":[0.004273182,0.0002935359,0.0005254471,0.001236038,0.000498759,0.001798625,0.0032028,0.002850464,0.05058615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001683445,"about_ca_system_score_gemma":0.001684535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01258176,"about_ca_topic_score_gemma":0.06145137,"domain_scores_codex":[0.9987687,0.0001341636,0.00003134719,0.0001101616,0.0007348188,0.0002206946],"domain_scores_gemma":[0.9958476,0.0005408825,0.0001434063,0.0001994634,0.001266854,0.002001879],"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":[0.0001192925,0.00006145003,0.0005938022,0.00003300378,0.000007617556,0.00008829702,0.00009639633,0.0001556376,0.0001637023,0.0006114465,0.9851373,0.01293197],"study_design_scores_gemma":[0.00002762776,0.0001033785,0.00529407,0.00007142503,0.000009576672,0.00006019446,0.0007296749,0.0009535866,0.0003375928,0.0005884114,0.991806,0.00001837854],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04017915,0.00416053,0.002563096,0.06667772,0.05023849,0.0002618432,0.01741492,0.004834356,0.81367],"genre_scores_gemma":[0.090407,0.001360011,0.0009120917,0.004541681,0.00701428,0.00009331592,0.01497217,0.001958755,0.8787406],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2463217,"threshold_uncertainty_score":0.8240282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01728991506518042,"score_gpt":0.2822042023249822,"score_spread":0.2649142872598018,"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."}}