{"id":"W2594631135","doi":"10.21226/t2p88b","title":"Maryna Hrymych, editor. Zrilist': Zhinotstvo; zhinocha subkul'tura [Adulthood: Womanhood; Female Subculture]","year":2017,"lang":"en","type":"article","venue":"East/West Journal of Ukrainian Studies","topic":"Diverse Scientific Research in Ukraine","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subculture (biology); Sociology; Gender studies; Humanities; Art; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003188333,0.0005334921,0.0008825322,0.0001919352,0.001925484,0.0007052167,0.002677875,0.0001563349,0.002091297],"category_scores_gemma":[0.002936197,0.0003987435,0.0004472596,0.0003107426,0.002501374,0.001871629,0.001727278,0.000856425,0.001769441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004743184,"about_ca_system_score_gemma":0.00009705518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008083293,"about_ca_topic_score_gemma":0.0001626755,"domain_scores_codex":[0.9944212,0.0002319549,0.001019571,0.0007153449,0.002499687,0.001112277],"domain_scores_gemma":[0.9959951,0.0001771074,0.001430829,0.001277372,0.0004041599,0.0007154574],"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":[0.0007765897,0.001195793,0.1334077,0.0002471788,0.001685067,0.00292664,0.1289382,0.0003831642,0.01161506,0.0002209275,0.6740683,0.04453527],"study_design_scores_gemma":[0.003025439,0.0008911462,0.2534119,0.0003743098,0.0001540093,0.0004180507,0.01420197,0.00005105266,0.0006764006,0.0005227276,0.7253216,0.0009513923],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9300731,0.002069918,0.00001921117,0.00763326,0.01798354,0.0005306643,0.00009882657,0.00006727038,0.04152425],"genre_scores_gemma":[0.9823527,0.0007558597,0.001865778,0.0002733495,0.005599533,0.00001002328,0.000004614894,0.00004891454,0.009089192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1200042,"threshold_uncertainty_score":0.9998465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05656998544320883,"score_gpt":0.3366686353535338,"score_spread":0.280098649910325,"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."}}