{"id":"W4416443297","doi":"10.5376/be.2025.15.0007","title":"Molecular Breeding Strategies for Enhanced Oleic Acid in Rapeseed Oil","year":2025,"lang":"","type":"article","venue":"Biological Evidence","topic":"Lipid metabolism and biosynthesis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oleic acid; Molecular breeding; Rapeseed; Gene; Selection (genetic algorithm); Plant breeding; Molecular marker","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000975806,0.000549756,0.000714446,0.0001590002,0.0001818898,0.0001725394,0.0009386963,0.0009739086,0.00003859814],"category_scores_gemma":[0.0025215,0.000443901,0.0003900715,0.0005207343,0.000425081,0.00003298565,0.0004629718,0.0002615039,0.00001492464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005148254,"about_ca_system_score_gemma":0.0006743748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001409728,"about_ca_topic_score_gemma":0.00002835211,"domain_scores_codex":[0.9964122,0.0003119702,0.0008426893,0.001349719,0.0001841496,0.0008992634],"domain_scores_gemma":[0.9984948,0.0003048543,0.0002182924,0.0006112081,0.0002245913,0.0001462626],"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":[0.0007507855,0.000167956,0.0004781077,0.0002844716,0.00008262105,0.000004925036,0.00004719098,0.00002877446,0.9336796,0.001549498,0.00009726286,0.06282875],"study_design_scores_gemma":[0.0008362348,0.0005051921,0.001441728,0.000883444,0.0000669665,0.000001793379,0.0004739756,0.0000829147,0.9722404,0.0004400084,0.02246439,0.0005629654],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9226691,0.05824015,0.01469399,0.0009880845,0.000837827,0.0005159208,0.00003112962,0.00003241503,0.001991386],"genre_scores_gemma":[0.9879617,0.008181136,0.001629165,0.00110576,0.0003840479,0.0002602826,0.00003382957,0.00001870832,0.0004253784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0652926,"threshold_uncertainty_score":0.9998013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03593438609418537,"score_gpt":0.3075172872583831,"score_spread":0.2715829011641977,"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."}}