{"id":"W4416443269","doi":"10.5376/be.2025.15.0005","title":"Regulatory Pathways Controlling Fatty Acid Composition in &lt;i&gt;Brassica napus&lt;/i&gt;","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; Fatty acid; Rapeseed; Mechanism (biology); Linoleic acid; Enzyme; Metabolic pathway; Regulator gene","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001631864,0.0007566988,0.001092175,0.0002016038,0.000395513,0.0001457121,0.001066399,0.001504914,0.0001010656],"category_scores_gemma":[0.001711736,0.0006103562,0.000511476,0.0005789823,0.0008386367,0.00004155369,0.0007028717,0.0004376478,0.00007935346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001346939,"about_ca_system_score_gemma":0.0005080278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004248422,"about_ca_topic_score_gemma":0.00002659459,"domain_scores_codex":[0.9944123,0.00108064,0.001313738,0.001742971,0.000378975,0.001071389],"domain_scores_gemma":[0.9974694,0.0004776682,0.0004215315,0.001076514,0.0002624349,0.0002924876],"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":[0.001017106,0.0004393639,0.005384569,0.0001317109,0.0001197844,0.00002252437,0.00003856648,0.00002400269,0.9624602,0.003060964,0.0005179975,0.02678316],"study_design_scores_gemma":[0.001398139,0.0004623065,0.08256151,0.001295926,0.0001300642,0.000009923236,0.0000279596,0.0003143267,0.8396539,0.0002852777,0.07298566,0.0008749808],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8910187,0.1013877,0.00276019,0.001231286,0.001213648,0.0008920867,0.0000728724,0.00006373379,0.001359666],"genre_scores_gemma":[0.9823806,0.01366754,0.001241919,0.001420162,0.0008458349,0.0001186545,0.0001008496,0.00002516728,0.0001992897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1228063,"threshold_uncertainty_score":0.9997913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02596725314988436,"score_gpt":0.2539373766617334,"score_spread":0.2279701235118491,"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."}}