{"id":"W4386748930","doi":"10.1353/imp.2023.a906852","title":"Віктор Петров: мапування творчости письменника ред К. Ґлінянович, П. Крупа, Й. Маєвська (review)","year":2023,"lang":"uk","type":"article","venue":"Ab imperio","topic":"Diverse Scientific Research in Ukraine","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; Philology; Nazism; Slavic languages; Ethnography; Homeland; Anthropology; Art history; Metaphor; History; Sociology; Classics; Literature; Art; Philosophy; Feminism; Gender studies; Archaeology; Theology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004735748,0.0009305051,0.00105164,0.0003955074,0.001017955,0.0005353391,0.003202758,0.0003642597,0.13167],"category_scores_gemma":[0.001439233,0.0008738247,0.0006786352,0.004587583,0.002174202,0.001092952,0.003451243,0.001055564,0.3003302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008740523,"about_ca_system_score_gemma":0.0004090325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001240074,"about_ca_topic_score_gemma":0.000154991,"domain_scores_codex":[0.9893631,0.0005897562,0.001297613,0.002339988,0.003231924,0.003177645],"domain_scores_gemma":[0.9948249,0.0004013929,0.0003915728,0.002756027,0.0001140583,0.001512056],"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":[0.00002490058,0.0001981699,0.001948601,0.0005164007,0.00009447539,0.0004079347,0.0004632263,0.0000790475,0.01379593,0.0001802019,0.9313797,0.05091138],"study_design_scores_gemma":[0.001062178,0.0003305224,0.01623414,0.0009295781,0.0001130872,0.00005392696,0.0005896282,0.001202159,0.001889578,0.00009882898,0.9763712,0.001125167],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.317676,0.08382329,0.00006969175,0.02552585,0.01914145,0.009196511,0.002139173,0.002321089,0.540107],"genre_scores_gemma":[0.2019306,0.4893709,0.0006105623,0.004612458,0.0009564835,0.0004229084,0.000433818,0.0003234918,0.3013387],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4055476,"threshold_uncertainty_score":0.9993712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02622921639591886,"score_gpt":0.3143352444955851,"score_spread":0.2881060280996662,"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."}}