{"id":"W4211143440","doi":"10.1017/9781108571401.016","title":"The Exp3-IX Algorithm","year":2020,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Advanced Bandit Algorithms Research","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Algorithm; 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":[0.001287676,0.001629898,0.001105527,0.001274456,0.0009943231,0.002644087,0.00261595,0.001663611,0.1191219],"category_scores_gemma":[0.005967385,0.0005293142,0.001416506,0.001630391,0.0006511103,0.002535542,0.002696997,0.002426733,0.07912679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008956153,"about_ca_system_score_gemma":0.00255473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002528827,"about_ca_topic_score_gemma":0.003926867,"domain_scores_codex":[0.9988719,0.0001885068,0.00007089494,0.0003094185,0.0003903953,0.0001689127],"domain_scores_gemma":[0.9988424,0.0002810532,0.00003503669,0.0004740791,0.0002910582,0.00007646026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005487788,0.0001395524,0.000578287,0.0002912453,0.00006704879,0.00008915628,0.00005616959,0.01529823,0.002741452,0.03627663,0.2464003,0.6975131],"study_design_scores_gemma":[0.0006387347,0.0002500745,0.001026627,0.000222112,0.00008296752,0.0007277115,0.0001788672,0.4652646,0.01362633,0.2417374,0.2761649,0.00007968901],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006054563,0.001190429,0.8870019,0.001211183,0.000923347,0.0005495895,0.00485496,0.02925274,0.06896117],"genre_scores_gemma":[0.0478411,0.0006247394,0.8452898,0.0008685649,0.0003981333,0.0007176624,0.01305548,0.006871335,0.08433321],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1191219,"threshold_uncertainty_score":0.3985025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09735901328993013,"score_gpt":0.3147774227942208,"score_spread":0.2174184095042906,"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."}}