{"id":"W7148546574","doi":"10.33514/1694-7851-2025-1/2-916-928","title":"DEVELOPMENT OF GREEN MANAGEMENT IN KYRGYZSTAN: CHALLENGES AND PROSPECTS","year":2025,"lang":"","type":"article","venue":"Bulletin of the Kyrgyz State University I Arabaev","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental management system; Sustainable development; Adaptation (eye); Key (lock); Production (economics); Government (linguistics)","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"],"consensus_categories":[],"category_scores_codex":[0.0008707386,0.000316975,0.0004929462,0.0008717857,0.0003017338,0.00004318061,0.0007545087,0.0001177195,0.0001682708],"category_scores_gemma":[0.00008937763,0.0003093433,0.00009904541,0.001438166,0.000492853,0.0002216302,0.001752594,0.0002161575,0.00001123348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002277738,"about_ca_system_score_gemma":0.0001255992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009950276,"about_ca_topic_score_gemma":0.000485104,"domain_scores_codex":[0.9979443,0.00006317058,0.0007195342,0.0005153819,0.0003754681,0.0003821389],"domain_scores_gemma":[0.9981203,0.00007545992,0.0006469885,0.0005103299,0.0006323597,0.00001456235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002125349,0.002073235,0.02138821,0.03201971,0.001014309,0.00007920621,0.009846083,0.0003949298,0.00009176477,0.6795899,0.00486141,0.2465159],"study_design_scores_gemma":[0.002559107,0.00001311435,0.2552303,0.001536156,0.0001391133,5.225266e-7,0.02210056,0.0001349217,0.0002330666,0.005530567,0.7121474,0.0003751742],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8594173,0.001983471,0.0001182167,0.02807409,0.0006019521,0.001761487,0.00001104942,0.00004300283,0.1079895],"genre_scores_gemma":[0.9695981,0.001881491,0.001269856,0.0003943235,0.00003551951,0.000004402353,0.000005895458,0.00002192576,0.02678848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.707286,"threshold_uncertainty_score":0.9999359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01226547654216862,"score_gpt":0.189426123406983,"score_spread":0.1771606468648144,"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."}}