{"id":"W2925865829","doi":"10.21226/ewjus491","title":"Review of Natalia Kliashtorna. Narodne vbrannia zakhidnoi Boikivshchyny: Litovyshchi ta okolytsi [Folk Clothing of the Western Boiko Region: Litovyshchi and Vicinity].","year":2019,"lang":"en","type":"article","venue":"East/West Journal of Ukrainian Studies","topic":"Central European Literary Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Clothing; Art history; Art; Anthropology; History; Archaeology; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002983551,0.0004322586,0.001541553,0.0001901835,0.0005400832,0.00006878491,0.001008864,0.00009075152,0.00003229216],"category_scores_gemma":[0.002429727,0.0002999108,0.000507426,0.0007461833,0.001473744,0.0006376881,0.0005834432,0.0006208317,0.00001646352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001060221,"about_ca_system_score_gemma":0.0002606351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009924395,"about_ca_topic_score_gemma":0.0001466653,"domain_scores_codex":[0.9950625,0.001079615,0.001781947,0.0003982579,0.001086069,0.0005915517],"domain_scores_gemma":[0.9951038,0.0006374386,0.002339485,0.0005674436,0.001114763,0.0002370515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000496097,0.0005456705,0.2800296,0.0143486,0.003371052,0.0002086309,0.6490231,0.00001019803,0.0004556347,0.001752048,0.02325781,0.02650154],"study_design_scores_gemma":[0.00210013,0.000822347,0.1720414,0.04320038,0.0006753713,0.0002492336,0.03074084,0.000001993654,0.00007899421,0.0002299524,0.7491554,0.0007039549],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5900244,0.3819511,0.000004650052,0.01763664,0.003217853,0.000844087,0.00004301162,0.00003624822,0.006242066],"genre_scores_gemma":[0.8742825,0.1197012,0.0002974665,0.002238691,0.001244795,0.000003777521,0.000001166037,0.00005177114,0.002178609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7258976,"threshold_uncertainty_score":0.9999453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04492473325592604,"score_gpt":0.3253170841166421,"score_spread":0.280392350860716,"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."}}