{"id":"W4389195664","doi":"10.22215/etd/2023-15824","title":"Identification and Characterization of Novel Candidate Genes Involved in Economically Important Traits in Soybean (Glycine max)","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Soybean genetics and cultivation","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Biology; Soybean cyst nematode; Biotechnology; Locus (genetics); Gene; Population; Agriculture; Genetics; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001323377,0.0002393356,0.0002609021,0.0004158817,0.0001769114,0.000255147,0.0001624645,0.0002598074,0.0009451695],"category_scores_gemma":[0.0001639791,0.0001270457,0.0005764779,0.0004491424,0.0000883709,0.0001191344,0.0001178134,0.0004250187,0.0006227499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002045855,"about_ca_system_score_gemma":0.0003032199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001388045,"about_ca_topic_score_gemma":0.002767023,"domain_scores_codex":[0.9999332,0.00000373707,0.000005640892,0.00002607007,0.00001906695,0.0000122487],"domain_scores_gemma":[0.9999102,0.0000208202,0.00003119737,0.000003650204,0.00001396392,0.00002007582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001024524,0.00004458945,0.004948462,0.0001245684,0.000009817157,0.0003098715,0.0001019678,0.0001252655,0.9888548,0.00006469216,0.0001358932,0.005177782],"study_design_scores_gemma":[0.00008821316,0.001383058,0.5765834,0.00009611467,0.0002208702,0.003092831,0.0010647,0.004039336,0.3878689,0.0003241826,0.02518949,0.00004890413],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894634,0.001581296,0.003456635,0.0002379505,0.00002912911,0.00006074694,0.00380824,0.00007237867,0.001290163],"genre_scores_gemma":[0.9445311,0.003019468,0.02096967,0.0003081554,0.00002984912,0.0001107626,0.01970145,0.00006756899,0.0112621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001388045,"threshold_uncertainty_score":0.003161967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02040059461703276,"score_gpt":0.2290330297779803,"score_spread":0.2086324351609475,"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."}}