{"id":"W2981869498","doi":"10.21226/ewjus543","title":"Review of Iurii Shapoval. Oleksandr Shums'kyi: Zhyttia, dolia, nevidomi dokumenty; Doslidzhennia, arkhivni materialy.","year":2019,"lang":"en","type":"article","venue":"East/West Journal of Ukrainian Studies","topic":"Diverse Scientific Research in Ukraine","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Theology; Philosophy","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004714759,0.000433945,0.001341847,0.0002387821,0.0001890874,0.00009918898,0.001284806,0.00008558309,0.0149584],"category_scores_gemma":[0.0008178748,0.0003280619,0.0004813981,0.0007488605,0.001002085,0.0008158438,0.001021532,0.0004161924,0.00262104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003022548,"about_ca_system_score_gemma":0.00009784128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003471697,"about_ca_topic_score_gemma":0.00001361362,"domain_scores_codex":[0.9947239,0.0003809326,0.001589993,0.0005594731,0.001948943,0.0007968187],"domain_scores_gemma":[0.997005,0.0002012891,0.00131552,0.000757437,0.0003253346,0.0003953772],"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":[0.002579867,0.003101217,0.06176308,0.02398746,0.00628705,0.001288007,0.08193672,0.0009538217,0.1162427,0.0004936486,0.5219119,0.1794545],"study_design_scores_gemma":[0.004722624,0.001584185,0.01833545,0.01540815,0.0003606059,0.0003410365,0.003463336,0.00003228381,0.001903868,0.0003504079,0.9525673,0.0009307309],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8483306,0.07742655,0.00001612932,0.00710804,0.006090085,0.001683694,0.000149221,0.0000506056,0.05914507],"genre_scores_gemma":[0.9194385,0.06196319,0.003813766,0.002433737,0.0007937716,0.0000315845,0.00001116469,0.00009440015,0.01141991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4306554,"threshold_uncertainty_score":0.9999171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03760124596822653,"score_gpt":0.3189481146130044,"score_spread":0.2813468686447779,"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."}}