{"id":"W2120078999","doi":"10.1111/j.1365-313x.2008.03467.x","title":"Plant surface lipid biosynthetic pathways and their utility for metabolic engineering of waxes and hydrocarbon biofuels","year":2008,"lang":"en","type":"article","venue":"The Plant Journal","topic":"Plant Surface Properties and Treatments","field":"Agricultural and Biological Sciences","cited_by":191,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Wax; Metabolic engineering; Wax ester; Alkane; Cuticle (hair); Metabolic pathway; Biofuel; Biochemical engineering; Hydrocarbon; Biology; Chemistry; Gene; Biotechnology; Biochemistry; Organic chemistry; Engineering; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001913381,0.0001244759,0.0002095211,0.000007357652,0.0002730235,0.00002244574,0.0001040084,0.00003918466,0.000008351263],"category_scores_gemma":[0.00002010588,0.0000330624,0.00005204152,0.00004449936,0.00006020763,0.00005199148,0.00003818792,0.00008796871,5.227192e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003430395,"about_ca_system_score_gemma":0.000005358218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006834978,"about_ca_topic_score_gemma":0.00002040652,"domain_scores_codex":[0.9994205,0.00002882953,0.0001641831,0.0001106648,0.00008001854,0.0001958118],"domain_scores_gemma":[0.9995121,0.0002812649,0.00008350151,0.00003191311,0.00001581575,0.00007540682],"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":[0.0002508144,0.0001049038,0.02119705,0.00002402227,0.0001618887,0.00001388998,0.001036447,0.00004162173,0.9640847,0.00009474152,0.00005531281,0.0129346],"study_design_scores_gemma":[0.001966327,0.001613693,0.4328664,0.0003968051,0.0002589701,0.01131945,0.00164558,0.03804119,0.4810553,0.002400912,0.02740519,0.001030105],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946738,0.00400294,0.000003877263,0.0002346725,0.00006727631,0.0001249475,0.0008624301,0.00001281688,0.00001720537],"genre_scores_gemma":[0.9950261,0.004811888,0.00006553421,0.00001567329,0.00005379638,0.000001635168,0.00001481507,9.622132e-7,0.000009578368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4830294,"threshold_uncertainty_score":0.2099903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04033886960326663,"score_gpt":0.1715244932018437,"score_spread":0.1311856235985771,"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."}}