{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002515199,0.0001645626,0.0001382673,0.001642261,0.0005825351,0.001131097,0.0004280897,0.0004282962,0.003582748],"category_scores_gemma":[0.00116248,0.0001202176,0.0002494703,0.003060552,0.0005108794,0.0005338989,0.001187304,0.0008236745,0.001267158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002432837,"about_ca_system_score_gemma":0.002068355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04448922,"about_ca_topic_score_gemma":0.08111678,"domain_scores_codex":[0.9995952,0.00004503388,0.00002799932,0.00006633411,0.0001142033,0.0001512114],"domain_scores_gemma":[0.9983015,0.00009155949,0.0006297895,0.00004783507,0.0003625374,0.0005668246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000204899,0.0001137385,0.8630453,0.0004185561,0.0000732429,0.001496559,0.004735723,0.0009573583,0.00232043,0.006830926,0.03666212,0.08314108],"study_design_scores_gemma":[0.0000025428,0.00003449504,0.9583777,0.00006982505,0.000006915027,0.0002921469,0.00251813,0.0001685214,0.0001389509,0.0001639915,0.03821382,0.00001292018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9523683,0.002624776,0.0003120245,0.005898713,0.0001089004,0.00003243936,0.005442771,0.0002281847,0.03298397],"genre_scores_gemma":[0.9874735,0.002207366,0.0003526054,0.0008476005,0.00003702234,0.00002430653,0.002755737,0.00002608675,0.006275787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04448922,"threshold_uncertainty_score":0.08846051,"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."}}