{"id":"W4415499269","doi":"10.54517/jelp3708","title":"Financing of the preserving ecosystems in Ukraine: Political and managerial aspects","year":2025,"lang":"","type":"article","venue":"Journal of Environmental Law & Policy","topic":"Economic and Business Development Strategies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Process (computing); Resilience (materials science); Ecosystem services; Sustainable development; Biodiversity; Corporate governance; Sustainability","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006055419,0.0002435454,0.0008010138,0.0004029376,0.0001317344,0.00009843826,0.0004608684,0.0001672948,0.0001607438],"category_scores_gemma":[0.00009827643,0.0002315138,0.0002058028,0.0002421596,0.000361613,0.0004746554,0.0004357865,0.0003334124,0.000007722669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006799591,"about_ca_system_score_gemma":0.0001720234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001326522,"about_ca_topic_score_gemma":0.0002394243,"domain_scores_codex":[0.9973148,0.00005023544,0.001843451,0.0002652397,0.00006830158,0.0004579804],"domain_scores_gemma":[0.9983532,0.0001139949,0.001162826,0.0002727508,0.000008011141,0.0000892198],"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":[0.00005435179,0.0001692249,0.0909958,0.0002512899,0.0001181524,0.00001052054,0.0002511522,0.0001560993,0.0001833145,0.9074382,0.00008341449,0.0002884416],"study_design_scores_gemma":[0.003193742,0.0001413394,0.8755965,0.001106318,0.00005402619,0.00008198879,0.00124664,0.0006871889,0.0008504859,0.08877376,0.02782345,0.0004445993],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9297139,0.004628437,0.00002121645,0.003282735,0.0009898095,0.0002171263,0.00009217508,0.000001554293,0.06105304],"genre_scores_gemma":[0.9966897,0.0016492,0.00009072064,0.0004145005,0.0003523638,0.000002611233,0.000001084263,0.00001705333,0.0007827212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8186645,"threshold_uncertainty_score":0.9440857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01168134992697244,"score_gpt":0.2106920135585466,"score_spread":0.1990106636315742,"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."}}