{"id":"W4410962814","doi":"10.24144/2307-3322.2025.88.3.56","title":"Foreign experience in the use of artificial intelligence in the judiciary","year":2025,"lang":"en","type":"article","venue":"Uzhhorod National University Herald Series Law","topic":"Digital Transformation in Law","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Political science; Artificial intelligence; Computer science","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":[0.0003603623,0.0000667709,0.0001179252,0.0001935209,0.00009788943,0.00005983835,0.0004057061,0.00004484542,0.0000581944],"category_scores_gemma":[0.00007446799,0.00006218215,0.00004720066,0.0007573987,0.0002160354,0.001256687,0.00002972988,0.0001060721,0.00001259499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000908158,"about_ca_system_score_gemma":0.00002872227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008299668,"about_ca_topic_score_gemma":0.001498017,"domain_scores_codex":[0.9993222,0.00003692633,0.0003096968,0.0001385527,0.00008295196,0.0001097135],"domain_scores_gemma":[0.9994924,0.0002283998,0.00008098024,0.000138848,0.00005051657,0.000008824852],"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":[0.0000366671,0.00006497573,0.001127283,0.000006231669,0.00000516048,0.000002721495,0.002111985,0.001215259,0.000001347373,0.995087,0.0001729617,0.000168423],"study_design_scores_gemma":[0.0001297504,0.00003272772,0.008725521,0.00002225708,0.000001754908,0.000002237656,0.005473068,0.001730307,0.00007403309,0.7971272,0.1865624,0.0001187844],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.201712,0.0001424958,0.0131138,0.01150033,0.0002320509,0.0007288943,0.0003338541,0.00002718908,0.7722094],"genre_scores_gemma":[0.9978765,0.00004480081,0.0004139879,0.001510918,0.000009138868,0.00000315719,0.00001488038,0.00000209811,0.0001244901],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7961646,"threshold_uncertainty_score":0.2535715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.100036340149167,"score_gpt":0.2488074522306357,"score_spread":0.1487711120814686,"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."}}