{"id":"W4405962130","doi":"","title":"EVALUATION OF SUSTAINABLE FINANCIAL PERFORMANCE WITH ENTROPY-BASED ARAS METHOD: A STUDY ON G-20 COUNTRIES","year":2024,"lang":"en","type":"article","venue":"DergiPark (Istanbul University)","topic":"Islamic Finance and Banking Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Entropy (arrow of time); Business; Economics; Financial system; Thermodynamics; Physics","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":[0.002786553,0.0005436738,0.0004637898,0.006778192,0.0004268074,0.001311891,0.0003018677,0.0003530811,0.0008206708],"category_scores_gemma":[0.004760429,0.0001226789,0.0009774403,0.007056952,0.0006498896,0.0009932437,0.000900393,0.0003032968,0.0001354794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001208569,"about_ca_system_score_gemma":0.0004940255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005409588,"about_ca_topic_score_gemma":0.003334632,"domain_scores_codex":[0.9984778,0.0007880058,0.0001418709,0.0001125176,0.0003102121,0.0001696201],"domain_scores_gemma":[0.9971201,0.001488769,0.0005114091,0.0001688655,0.0005590694,0.0001519122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000718247,0.0004326186,0.8407966,0.0003079631,0.0004959255,0.001197936,0.002313824,0.05295727,0.001458036,0.008401684,0.001533577,0.08938628],"study_design_scores_gemma":[0.00005208522,0.001009998,0.8675322,0.0001665264,0.0002089525,0.0005896872,0.01018298,0.1088673,0.003319558,0.003234514,0.004747825,0.00008839071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940705,0.0001465748,0.001596777,0.00003411086,0.000005107774,0.00004554672,0.0003239159,0.000009252124,0.00376822],"genre_scores_gemma":[0.9970734,0.0001209025,0.002142664,0.000007808355,0.000004625212,0.00004023104,0.0003765668,0.00000331139,0.0002304261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006778192,"threshold_uncertainty_score":0.01473683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01397640516386177,"score_gpt":0.2274270745524271,"score_spread":0.2134506693885653,"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."}}