{"id":"W4293532139","doi":"10.31395/2310-0478-2022-1-140-142","title":"IN MEMORY OF THE EXCELLENT SCIENTIST-BIOLOGIST, PROFESSOR STEPAN STEPANOVYCH KOSTYSHYN","year":2022,"lang":"en","type":"article","venue":"Bulletin of Uman National University of Horticulture","topic":"Agriculture and Biological Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biologist; Biography; Engineering; Library science; Management; Art history; Art; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002969856,0.00009632139,0.0002156913,0.00001406536,0.0003337301,0.000002655036,0.0005062955,0.00006592124,0.001418251],"category_scores_gemma":[0.00005576981,0.00003435964,0.0001561705,0.0003753983,0.0003048866,0.00001829329,0.0004742295,0.0001571334,0.000002731893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006087098,"about_ca_system_score_gemma":0.00001484638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000366914,"about_ca_topic_score_gemma":0.000568331,"domain_scores_codex":[0.9988048,0.0001662318,0.0002179649,0.0002076222,0.0004641276,0.0001392564],"domain_scores_gemma":[0.999281,0.0001199464,0.0002946526,0.00004231782,0.0002381019,0.00002399216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008495012,0.003675262,0.07123226,0.0001296231,0.0002621959,0.00002430894,0.002582081,0.0005183295,0.4687777,0.01594927,0.4323556,0.003643814],"study_design_scores_gemma":[0.0004233807,0.0004461693,0.7093773,0.00002643255,0.00002511332,0.000005114116,0.01017755,0.000002696067,0.00329953,0.0004138478,0.275641,0.0001618138],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875578,0.0002396296,2.074923e-7,0.007969423,0.0000846327,0.0002930127,0.000181404,0.000007791784,0.003666046],"genre_scores_gemma":[0.9945816,0.00003172202,0.00004008953,0.0001197276,0.00002987554,0.000001716312,0.00003762563,3.300533e-7,0.005157326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6381451,"threshold_uncertainty_score":0.9994946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01282912052025316,"score_gpt":0.1852953652454838,"score_spread":0.1724662447252306,"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."}}