{"id":"W7126246995","doi":"10.52244/c2025.37","title":"Trends of Business Environment Perfection in Georgia","year":2025,"lang":"","type":"article","venue":"","topic":"Global Socioeconomic and Political Dynamics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economic shortage; Position (finance); Politics; Obstacle; Business environment; Balance of trade; Quarter (Canadian coin)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003628893,0.0002216331,0.0006865142,0.0006360656,0.00005371908,0.00003165339,0.0002032741,0.000310157,0.005118894],"category_scores_gemma":[0.00004062391,0.0002925493,0.0001880753,0.0005739743,0.0002156047,0.0001446899,0.0001257083,0.0001890396,0.0003988038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009483146,"about_ca_system_score_gemma":0.00006872776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003064582,"about_ca_topic_score_gemma":0.00009923283,"domain_scores_codex":[0.9978037,0.00002320153,0.001228145,0.000482845,0.00002317755,0.0004389238],"domain_scores_gemma":[0.9992399,0.00007109314,0.0002512829,0.0003454796,0.00001712063,0.00007509393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002192557,0.0003037871,0.219211,0.0001014689,0.00005956331,6.683708e-7,0.0001017707,0.002774885,0.000002140306,0.7688375,0.0002590771,0.008326187],"study_design_scores_gemma":[0.001091928,0.00005334381,0.8630727,0.00004759387,0.00002147245,5.846901e-7,0.0001461052,0.0335105,0.00001590055,0.03976838,0.06196256,0.0003089365],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4734697,0.00259281,0.009153214,0.002550688,0.001378596,0.0001684751,0.0002784059,0.00001143353,0.5103967],"genre_scores_gemma":[0.9558031,0.001612601,0.0002119149,0.0002518181,0.00003652199,0.00000995069,0.00002177641,0.00001136881,0.04204097],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7290691,"threshold_uncertainty_score":0.9999527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0098882862985519,"score_gpt":0.2034040493332179,"score_spread":0.193515763034666,"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."}}