{"id":"W2929059083","doi":"10.21226/ewjus486","title":"Review of George O. Liber. Total Wars and the Making of Modern Ukraine, 1914-1954.","year":2019,"lang":"en","type":"article","venue":"East/West Journal of Ukrainian Studies","topic":"Military, Security, and Education Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"George (robot); Index (typography); Classics; Humanities; History; Art; Economic history; Art history; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0007710911,0.001038242,0.001254493,0.005005404,0.0007036398,0.001695445,0.0008873483,0.0009336959,0.01521271],"category_scores_gemma":[0.002657912,0.0004456993,0.0004296125,0.006962668,0.000910865,0.002860438,0.001127932,0.001824701,0.008428028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002315423,"about_ca_system_score_gemma":0.00478437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01311079,"about_ca_topic_score_gemma":0.03151819,"domain_scores_codex":[0.9994491,0.0001024433,0.00007046394,0.00008461561,0.0002442489,0.00004922855],"domain_scores_gemma":[0.9985731,0.0004820922,0.0001725552,0.00003498234,0.0006351175,0.000102118],"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":[0.0000236467,0.00001025595,0.0001972548,0.004960834,0.00003630663,0.000095144,0.0002623212,0.0001016976,0.00008405595,0.003165602,0.8449995,0.1460634],"study_design_scores_gemma":[0.000001996399,0.000005595821,0.000531708,0.00236421,0.00001370824,0.0001303945,0.00008529879,0.000005677615,0.0000295263,0.0005011849,0.9963258,0.000004904348],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005796998,0.9892262,0.00005318635,0.003633271,0.002829869,0.000003955138,0.0001407052,0.00000688168,0.004047959],"genre_scores_gemma":[0.00105159,0.9844083,0.00009476084,0.002927043,0.002154436,0.000009293477,0.0002251311,0.0000101741,0.009119338],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01521271,"threshold_uncertainty_score":0.05089158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04942591700828965,"score_gpt":0.3565221713991105,"score_spread":0.3070962543908209,"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."}}