{"id":"W7117236359","doi":"10.23859/estr-240206","title":"Особенности растительного и почвенного покровов ООПТ «Природная рекреационная зона «Лесопарк Краснодарский»","year":2025,"lang":"ru","type":"article","venue":"Ecosystem Transformation","topic":"Soil and Environmental Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vegetation (pathology); Alluvium; Natural (archaeology); Alluvial soils; Floodplain; Woody plant; Soil water","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007635677,0.0007132203,0.0008355229,0.0001087618,0.001333612,0.0003311039,0.0006430061,0.0005212391,0.001839101],"category_scores_gemma":[0.00003459191,0.0003762647,0.0005346586,0.00101223,0.0001358075,0.0009361127,0.0001360998,0.0004136386,0.002400451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004329936,"about_ca_system_score_gemma":0.0000325184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006518591,"about_ca_topic_score_gemma":0.004808583,"domain_scores_codex":[0.9958909,0.0002966473,0.001365833,0.0007755681,0.0006820988,0.0009889178],"domain_scores_gemma":[0.9988771,0.0002572659,0.0003004206,0.0002445026,0.00008748299,0.0002331972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006053027,0.001565262,0.0300183,0.003389488,0.00129067,0.00004102984,0.008916681,0.0008192417,0.01773581,0.01026085,0.03133531,0.894022],"study_design_scores_gemma":[0.002865477,0.001064587,0.3629951,0.002094515,0.000624442,0.00005807667,0.01917025,0.005377444,0.0106022,0.002118508,0.5907716,0.002257803],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8836007,0.004412262,0.0002433812,0.01054119,0.002843701,0.001505285,0.000539644,0.0003171585,0.09599669],"genre_scores_gemma":[0.9919546,0.002560445,0.00002836616,0.0005943215,0.0005259888,0.0001639734,0.0003246542,0.000007932244,0.003839763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8917643,"threshold_uncertainty_score":0.9999665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008984245189044253,"score_gpt":0.1937081654241771,"score_spread":0.1847239202351328,"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."}}