{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002242927,0.001227841,0.00126661,0.001436408,0.002663843,0.00373318,0.001251318,0.002254022,0.01983357],"category_scores_gemma":[0.004486327,0.0003363435,0.0004567879,0.0009371301,0.001629125,0.002039476,0.002684247,0.007722615,0.02404632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002358452,"about_ca_system_score_gemma":0.005299222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001986893,"about_ca_topic_score_gemma":0.004302097,"domain_scores_codex":[0.9983914,0.0001950911,0.00009347122,0.0004703371,0.0005647173,0.0002849364],"domain_scores_gemma":[0.9956341,0.000238079,0.0002731759,0.0000932674,0.001397712,0.002363546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001087861,0.00004563874,0.0009313762,0.0002513494,0.0000113948,0.0002469639,0.0002053525,0.00007622698,0.0006990567,0.001663302,0.9603721,0.03538851],"study_design_scores_gemma":[0.000005711694,0.00007448527,0.001068325,0.000118312,0.000005003832,0.0002564687,0.0001763575,0.00004181422,0.0003539434,0.0003627847,0.9975268,0.000009923984],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.004050035,0.178617,0.001407198,0.3563864,0.4160323,0.0001952528,0.001022671,0.000356833,0.04193232],"genre_scores_gemma":[0.03177575,0.143576,0.001887568,0.07476284,0.143723,0.0002414148,0.001705458,0.0002645896,0.6020634],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01983357,"threshold_uncertainty_score":0.06634986,"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."}}