{"id":"W4313065310","doi":"10.55365/1923.x2022.20.45","title":"Credit Activity Legal Regulation of Commercial Banks","year":2022,"lang":"en","type":"article","venue":"Review of Economics and Finance","topic":"Legal Studies and Reforms","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legislation; Ukrainian; Enforcement; Harmonization; Normative; European union; Modernization theory; Political science; Law enforcement; Business; Civil code; Law; Accounting; Economics; Economic policy","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":[],"consensus_categories":[],"category_scores_codex":[0.0004293342,0.0000344725,0.0002017269,0.000008668416,0.0002439105,0.000003655389,0.00007437415,0.00001425938,0.00004285542],"category_scores_gemma":[0.00001666072,0.00002958555,0.00005209637,0.00005471132,0.0001000628,0.00008324268,0.00006888308,0.00004880812,3.708548e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004009929,"about_ca_system_score_gemma":0.00005327136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001118307,"about_ca_topic_score_gemma":0.0002616812,"domain_scores_codex":[0.9996401,0.00002847104,0.000151708,0.000073892,0.00003642901,0.00006938392],"domain_scores_gemma":[0.9996867,0.00001866337,0.0002002401,0.00006564708,0.00001923139,0.000009557548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001640622,0.00005352334,0.0006802589,0.0005532374,0.00001559083,1.773926e-7,0.0005883231,0.00004663627,0.000006200148,0.371539,0.002509357,0.6239913],"study_design_scores_gemma":[0.00006800637,0.00003807046,0.01868346,0.00009890072,0.000006364625,2.712589e-7,0.00002875717,0.00005622553,0.0000122116,0.0005194483,0.9804451,0.00004313034],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9090202,0.05490761,0.000006530954,0.006758776,0.0004090967,0.0002987229,0.00005891427,0.000003640079,0.02853654],"genre_scores_gemma":[0.6469198,0.3526812,0.0000281707,0.00008937769,0.00005054684,0.000006066593,0.000001119355,0.000001512996,0.0002220929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9779358,"threshold_uncertainty_score":0.1875987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0192227784719095,"score_gpt":0.2666833899158094,"score_spread":0.2474606114438999,"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."}}