{"id":"W4379433928","doi":"10.1353/see.2010.0030","title":"Warfare, State and Society on the Black Sea Steppe, 1500â1700. Warfare and History by Brian L. Davies (review)","year":2010,"lang":"en","type":"article","venue":"The Slavonic and East European Review","topic":"Byzantine Studies and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Frontier; State (computer science); History; Extant taxon; Ancient history; Classics; Archaeology","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":[0.0003551317,0.001040664,0.0008312078,0.002382525,0.0004803824,0.001349448,0.0006445303,0.0009558416,0.01006153],"category_scores_gemma":[0.0007122023,0.0004041945,0.0004253356,0.004480855,0.0006734481,0.001620055,0.0008467396,0.001703529,0.003282265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002331692,"about_ca_system_score_gemma":0.00470187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06168582,"about_ca_topic_score_gemma":0.1164089,"domain_scores_codex":[0.9998587,0.0000250716,0.0000191426,0.00002097109,0.00005547421,0.00002056088],"domain_scores_gemma":[0.9996579,0.0000799085,0.00008441282,0.000007764028,0.0001170946,0.00005299116],"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":[0.00007297855,0.00004621542,0.001416807,0.01421082,0.0001200261,0.0001078405,0.0006765462,0.0001695699,0.0002057639,0.003146813,0.4629773,0.5168494],"study_design_scores_gemma":[0.00001480829,0.00006079389,0.01294759,0.02223627,0.00008692052,0.0002621783,0.0008360128,0.00002534274,0.00005840951,0.0007688762,0.9626871,0.00001571955],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001157717,0.9974232,0.000006118545,0.001124921,0.0004937897,0.00000196336,0.000076997,0.000001899463,0.0007553472],"genre_scores_gemma":[0.0009159619,0.9963709,0.00001389997,0.0004333061,0.0002585851,0.000003676244,0.0001139267,0.000001046365,0.001888661],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06168582,"threshold_uncertainty_score":0.1226535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02831546341351908,"score_gpt":0.2061425271404263,"score_spread":0.1778270637269072,"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."}}