{"id":"W4390681339","doi":"10.52269/22266070_2023_1_125","title":"STUDYING THE GENE POOL OF OIL CROPS IN NORTHERN KAZAKHSTAN","year":2023,"lang":"en","type":"article","venue":"3i intellect idea innovation - интеллект идея инновация","topic":"Soybean genetics and cultivation","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rapeseed; Sunflower; Agriculture; Germplasm; Agronomy; Crop; Biology; Geography; Cultivar; Yield (engineering)","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":[0.0009421709,0.0001824608,0.00021084,0.0001299684,0.0002322495,0.0000673818,0.0003840647,0.0001127023,0.0002338359],"category_scores_gemma":[0.0005242421,0.0000751741,0.0000708209,0.006007906,0.00008494626,0.00009245292,0.0001176103,0.0002080166,0.0001084782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005877689,"about_ca_system_score_gemma":0.00002590142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005154247,"about_ca_topic_score_gemma":0.001982993,"domain_scores_codex":[0.9981403,0.0001166209,0.0007044816,0.0003189131,0.000394465,0.0003252071],"domain_scores_gemma":[0.9987985,0.0003512418,0.0002634389,0.0001339633,0.0004250946,0.00002773778],"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":[0.00006862284,0.000149057,0.09495278,0.00001891724,0.00004441249,0.00000476801,0.001662514,0.0005191025,0.6571156,0.002525214,0.002131786,0.2408072],"study_design_scores_gemma":[0.000437833,0.0003405164,0.8610491,0.00008268784,0.00001570356,0.000004555139,0.004502208,0.001411869,0.1117543,0.004098609,0.01585103,0.0004516331],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953519,0.00006393126,0.00002965692,0.002185521,0.0002426958,0.0002039096,0.00001933905,0.00009286283,0.001810208],"genre_scores_gemma":[0.9981041,0.000060857,0.00003426599,0.000370378,0.0002016182,0.00004526743,0.0001570896,0.000004180242,0.00102226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7660963,"threshold_uncertainty_score":0.3065511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05317171814786305,"score_gpt":0.2569221204205981,"score_spread":0.2037504022727351,"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."}}