{"id":"W3016494630","doi":"10.21226/ewjus578","title":"Review of Michael S. Flier and Andrea Graziosi, editors. The Battle for Ukrainian: A Comparative Perspective.","year":2020,"lang":"en","type":"article","venue":"East/West Journal of Ukrainian Studies","topic":"Economic Issues in Ukraine","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Ukrainian; Battle; Perspective (graphical); Library science; Sociology; Art; History; Philosophy; Computer science; Ancient history; Visual arts","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002254419,0.001214028,0.002017018,0.007376016,0.0007626092,0.003283671,0.001713538,0.001651197,0.01876492],"category_scores_gemma":[0.009013589,0.0005741688,0.0007276672,0.006950323,0.001096927,0.004660573,0.001326005,0.002840048,0.01554847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001842177,"about_ca_system_score_gemma":0.004472557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004361096,"about_ca_topic_score_gemma":0.007116602,"domain_scores_codex":[0.9985682,0.0002741706,0.0002272664,0.000237766,0.0005868266,0.0001057477],"domain_scores_gemma":[0.9926689,0.002452798,0.0005684936,0.0001683057,0.00359169,0.0005498051],"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":[0.00002811181,0.000009853072,0.0001494924,0.002794801,0.00003364132,0.0000609458,0.0001680601,0.0001011059,0.00007136568,0.002324566,0.8636987,0.1305594],"study_design_scores_gemma":[0.000003698154,0.00000640305,0.0003577793,0.001923948,0.00002211971,0.0001793975,0.00007876439,0.00002019951,0.00003671064,0.000805807,0.9965579,0.000007294647],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008671061,0.9645267,0.0002283007,0.01870219,0.01306231,0.000005742489,0.0001752493,0.00002205663,0.003190818],"genre_scores_gemma":[0.001612987,0.9674399,0.0003327089,0.007714147,0.01372902,0.00001220686,0.0004120567,0.00003290895,0.008714048],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01876492,"threshold_uncertainty_score":0.0627749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1541119851957254,"score_gpt":0.3334163805886418,"score_spread":0.1793043953929164,"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."}}