{"id":"W4254395410","doi":"10.3167/sib.2020.190308","title":"Book Reviews","year":2020,"lang":"en","type":"article","venue":"Sibirica","topic":"History of Science and Medicine","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Steppe; Orthodoxy; Index (typography); Geography; White (mutation); History; Archaeology; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005759287,0.001090231,0.001199748,0.00378371,0.001031024,0.004301907,0.001811789,0.001525314,0.3010839],"category_scores_gemma":[0.002979447,0.0004481953,0.0007147783,0.005061523,0.0005998348,0.003277326,0.001621145,0.002273681,0.294017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001364345,"about_ca_system_score_gemma":0.002682371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003703176,"about_ca_topic_score_gemma":0.007134729,"domain_scores_codex":[0.9991925,0.00007882642,0.00005598304,0.0001477708,0.0004601306,0.00006472038],"domain_scores_gemma":[0.9985517,0.0003019626,0.00009887513,0.00009671354,0.0007416717,0.0002090005],"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":[0.00001020435,0.00001653822,0.00002898787,0.0005070232,0.000003832769,0.00004286527,0.00005321169,0.00003720298,0.0001203735,0.001760849,0.9000468,0.0973721],"study_design_scores_gemma":[0.000001731489,0.000003622677,0.00005817672,0.0002637528,0.000001901536,0.00008648034,0.00002153255,0.000005508788,0.00001467298,0.0003313133,0.9992091,0.000002162348],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004159516,0.4719561,0.001355454,0.0138991,0.03225055,0.0001315144,0.002510534,0.0006259884,0.4768548],"genre_scores_gemma":[0.002126259,0.2875414,0.001712011,0.008709673,0.0107972,0.0001007188,0.00327298,0.000413585,0.6853261],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3010839,"threshold_uncertainty_score":0.996919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1035090689079918,"score_gpt":0.2633352102973198,"score_spread":0.159826141389328,"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."}}