{"id":"W7016387601","doi":"","title":"Щодо цифрової трансформації правосуддя та перспектив для сфери господарювання","year":2024,"lang":"en","type":"article","venue":"The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy","topic":"Dispute Resolution and Class Actions","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Restructuring; Economic Justice; Digital transformation; Judicial activism; Judicial independence; Judicial reform","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00121224,0.0003896789,0.0003017313,0.002310267,0.001804241,0.004164043,0.0004689372,0.00106869,0.02181787],"category_scores_gemma":[0.002927223,0.0004864763,0.0004673726,0.00196749,0.002286965,0.001855259,0.001289558,0.00186035,0.006838801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001723576,"about_ca_system_score_gemma":0.002896501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00536551,"about_ca_topic_score_gemma":0.005607967,"domain_scores_codex":[0.9987063,0.0001978766,0.00008500574,0.0002044804,0.0006654419,0.000140885],"domain_scores_gemma":[0.9988275,0.0003535564,0.0002139833,0.0001698542,0.0003525354,0.00008248325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007045376,0.00005147522,0.001891255,0.0003195381,0.00002473764,0.000861371,0.001829418,0.001333087,0.007476413,0.7997755,0.008781715,0.1775851],"study_design_scores_gemma":[0.00003362362,0.00007281321,0.006741223,0.0002634758,0.00005272734,0.001446606,0.001197379,0.00222698,0.008170855,0.1469877,0.8327135,0.00009306862],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07691525,0.01637189,0.1399076,0.006636138,0.001971737,0.0003190717,0.0008748886,0.0006172225,0.7563863],"genre_scores_gemma":[0.7474962,0.01536121,0.09590377,0.0006514291,0.000825284,0.0004368132,0.0004310803,0.0003754725,0.1385187],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02181787,"threshold_uncertainty_score":0.07298803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06963997720560484,"score_gpt":0.3211082447015755,"score_spread":0.2514682674959707,"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."}}