{"id":"W7117738208","doi":"10.24412/2309-348x-2025-3-42-51","title":"ХАРАКТЕРИСТИКА МАЛОРАСПРОСТРАНЕННЫХ БОБОВЫХ КУЛЬТУР И ПЕРСПЕКТИВЫ ИХ ВЫРАЩИВАНИЯ В ДОНЕЦКОМ КРАЕ","year":2025,"lang":"","type":"article","venue":"CyberLeninK (CyberLeninka)","topic":"Genetic and Environmental Crop Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lathyrus; Phaseolus; Lablab purpureus; Vicia faba; Vigna; Radiata; Trigonella","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001171894,0.00248452,0.002435751,0.0002850702,0.00326231,0.0008404214,0.002868558,0.00166922,0.008658303],"category_scores_gemma":[0.0003418768,0.001465714,0.001611547,0.002737617,0.002498091,0.0006591752,0.002713564,0.001804979,0.00438211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006834572,"about_ca_system_score_gemma":0.0002111645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001818444,"about_ca_topic_score_gemma":0.001159368,"domain_scores_codex":[0.987856,0.0007387159,0.002567337,0.003655063,0.001516851,0.003666036],"domain_scores_gemma":[0.9955145,0.0009171373,0.0008819466,0.001251603,0.0003294213,0.00110542],"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":[0.0007366288,0.002646652,0.1026259,0.0004024552,0.001924584,0.0002100772,0.002268907,0.0001508907,0.05130267,0.008942155,0.1858838,0.6429053],"study_design_scores_gemma":[0.002352075,0.00124194,0.4477252,0.0007548917,0.0009190723,0.00007134166,0.004399978,0.0002075511,0.007766982,0.003782008,0.5278413,0.002937698],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7912137,0.04080707,0.0001236525,0.01663157,0.006131832,0.002173588,0.0004599415,0.0005764622,0.1418822],"genre_scores_gemma":[0.8704557,0.0079374,0.0008868916,0.002954172,0.001847559,0.0002941738,0.0002274782,0.0000458374,0.1153508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6399676,"threshold_uncertainty_score":0.9996268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005106642533624701,"score_gpt":0.2060640942563036,"score_spread":0.2009574517226789,"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."}}