{"id":"W4392609093","doi":"10.33730/2310-4678.4.2023.292724","title":"State of protective forest plantations in the Forest-Steppe zone of Ukraine","year":2023,"lang":"en","type":"article","venue":"Balanced nature using","topic":"Diverse Scientific Research in Ukraine","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Forest steppe; Agroforestry; Steppe; Geography; Forestry; Environmental science; Archaeology","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":[],"consensus_categories":[],"category_scores_codex":[0.0009399818,0.00008468705,0.0001365865,0.0001118098,0.00007496797,0.00001508983,0.0003639208,0.00005666928,0.00006708811],"category_scores_gemma":[0.0003155946,0.0000600966,0.0000404433,0.001810337,0.0003047727,0.0001599078,0.0001673925,0.0003497126,0.00002773637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007137565,"about_ca_system_score_gemma":0.0000243285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004006817,"about_ca_topic_score_gemma":0.001143681,"domain_scores_codex":[0.9985703,0.00009538757,0.0002076882,0.0002173489,0.0006266319,0.0002827085],"domain_scores_gemma":[0.9993694,0.0001847162,0.00012157,0.0002645387,0.00002647655,0.00003330771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0003326741,0.0003216173,0.1757121,0.0001813819,0.00005251151,0.0001525339,0.01449482,0.4226201,0.3678005,0.001203907,0.003867158,0.01326059],"study_design_scores_gemma":[0.001326651,0.0001685343,0.910933,0.0002240496,0.00001392369,0.00001381071,0.001202144,0.06564362,0.01173811,0.006133323,0.002362798,0.0002400373],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957678,0.0000223665,0.0004328628,0.0001969437,0.0001060558,0.0006425298,0.0000970727,0.00001734307,0.002717029],"genre_scores_gemma":[0.9984416,0.0000133193,0.001224841,0.00003287479,0.00001182213,0.0000181957,0.00002024051,0.000007650759,0.0002295014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7352208,"threshold_uncertainty_score":0.2450668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02162898988833693,"score_gpt":0.2997744115057264,"score_spread":0.2781454216173894,"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."}}