{"id":"W4319079664","doi":"10.55365/1923.x2022.20.104","title":"Issues of Competitiveness Estimation of Financial Institutions","year":2023,"lang":"en","type":"article","venue":"Review of Economics and Finance","topic":"Business and Economic Development","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Estimation; Business; Finance; Element (criminal law); Financial market; Financial modeling; Financial services; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005663358,0.000818798,0.0008357824,0.00529721,0.001038863,0.005461787,0.001403843,0.00142296,0.002973014],"category_scores_gemma":[0.02032465,0.0002570979,0.001041616,0.005263476,0.001952073,0.005582922,0.001709234,0.001070046,0.0005319853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003339103,"about_ca_system_score_gemma":0.003178477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007692421,"about_ca_topic_score_gemma":0.003391445,"domain_scores_codex":[0.9943724,0.002315589,0.0002765471,0.0008581337,0.001731472,0.0004457971],"domain_scores_gemma":[0.993984,0.002954357,0.0009689695,0.000271405,0.001604579,0.000216563],"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":[0.00007698176,0.0000871748,0.06409448,0.0008324971,0.0002484531,0.0002854064,0.001199922,0.03909292,0.0007410882,0.5434894,0.007783157,0.3420685],"study_design_scores_gemma":[0.00003595668,0.0002335195,0.1192348,0.001276714,0.0002847326,0.0006866505,0.007912881,0.2480172,0.003963733,0.5337223,0.08440033,0.0002311848],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1925784,0.03086008,0.610016,0.01182034,0.0007869347,0.0002917092,0.001101527,0.0003744259,0.1521704],"genre_scores_gemma":[0.9338018,0.00603447,0.0554289,0.0002418141,0.0004851422,0.0001455325,0.0004162539,0.00004290261,0.003403185],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007692421,"threshold_uncertainty_score":0.02995104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02300020469533258,"score_gpt":0.2479283628128419,"score_spread":0.2249281581175093,"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."}}