{"id":"W4385612500","doi":"10.30970/ves.2022.63.0.6321","title":"PETRO YATSYK − ENTREPRENEUR, PHILANTHROPIST, STATESMAN","year":2023,"lang":"en","type":"article","venue":"Visnyk of the Lviv University Series Economics","topic":"Education and Social Development in Ukraine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; State (computer science); Political science; Democracy; Competition (biology); Politics; Sociology; Social science; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0002340539,0.00006753222,0.0001178224,0.00007637873,0.0007253403,0.0000256114,0.0004407278,0.00005544419,0.0003274002],"category_scores_gemma":[0.0000838601,0.00007157655,0.0000831803,0.0003296649,0.0004652755,0.0002331488,0.0001500804,0.00006514534,0.00007756183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000189171,"about_ca_system_score_gemma":0.0002958411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008886606,"about_ca_topic_score_gemma":0.003531199,"domain_scores_codex":[0.9993774,0.0001013244,0.0001127913,0.0001338735,0.00007716179,0.0001974404],"domain_scores_gemma":[0.9994861,0.00009713501,0.0001219794,0.0001791578,0.00005098826,0.00006457385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007098461,0.00009727642,0.07362873,0.00003433152,0.0001358427,0.000004406827,0.1139208,0.0002849163,0.00006583023,0.7760985,0.03359641,0.002061932],"study_design_scores_gemma":[0.0001797729,0.00001231874,0.02534239,0.000007806022,0.00001313789,2.433385e-7,0.05653289,0.00001539122,0.0001713918,0.004123084,0.9134726,0.0001289621],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9142723,0.000006137537,0.00000323374,0.02098381,0.001119432,0.0001244392,0.00004165263,0.00009583904,0.06335317],"genre_scores_gemma":[0.8786725,0.002122083,0.0001351754,0.0002176206,0.0001373058,4.742212e-7,0.00002072172,0.00001003902,0.1186841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8798762,"threshold_uncertainty_score":0.5578804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01816480749011651,"score_gpt":0.2367737479083863,"score_spread":0.2186089404182698,"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."}}