{"id":"W4382652190","doi":"10.54910/sabrao2023.55.3.14","title":"ASSESSMENT OF BOTANICAL AND GENETIC COLLECTION OF SOYBEAN FOR MORPHOLOGICAL AND YIELD ATTRIBUTES AND THEIR IMPACT ON NODULE-ASSOCIATED BACTERIA AND SOIL FERTILITY","year":2023,"lang":"en","type":"article","venue":"SABRAO Journal of Breeding and Genetics","topic":"Agricultural Productivity and Crop Improvement","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Genetics","keywords":"Cultivar; Biology; Randomized block design; Sowing; Agronomy; Germplasm; Soil fertility; Horticulture; Soil water","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004592022,0.0001246758,0.0003118789,0.00001741508,0.0001539501,0.00004271744,0.00004430341,0.00009538655,0.000004556809],"category_scores_gemma":[0.0001334279,0.00004524021,0.00005048893,0.0001252167,0.0001465528,0.0000479764,0.00007352856,0.0001041666,1.657695e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001334626,"about_ca_system_score_gemma":0.000007437981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003791171,"about_ca_topic_score_gemma":0.00004443772,"domain_scores_codex":[0.9992226,0.00004933854,0.0002915756,0.0001746341,0.0001121353,0.0001497491],"domain_scores_gemma":[0.9991649,0.0003605298,0.0002324665,0.00002333988,0.0001202938,0.00009849551],"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":[0.0001201857,0.00007405174,0.1487661,0.00003077626,0.00005918909,0.00000107852,0.00009786516,0.000009204726,0.831928,0.000004567979,0.00009037723,0.01881864],"study_design_scores_gemma":[0.0003246421,0.004119723,0.9816132,0.00005712797,0.00003663142,0.00004700189,0.0004195028,0.0006315663,0.01222508,0.0004311292,0.00001057446,0.00008385912],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982802,0.0005577842,0.00001093577,0.0008811923,0.00005035362,0.0001395296,0.00007099045,0.000005361308,0.000003606981],"genre_scores_gemma":[0.9985693,0.001205701,0.0001234204,0.00001936638,0.00006497176,0.000001365778,0.000004488469,0.000001002937,0.00001045446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8328471,"threshold_uncertainty_score":0.1844842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04157250836881329,"score_gpt":0.2633148330220847,"score_spread":0.2217423246532714,"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."}}