{"id":"W3144720249","doi":"10.1016/j.mec.2021.e00171","title":"Co-expressing Eranthis hyemalis lysophosphatidic acid acyltransferase 2 and elongase improves two very long chain polyunsaturated fatty acid production in Brassica carinata","year":2021,"lang":"en","type":"article","venue":"Metabolic Engineering Communications","topic":"Lipid metabolism and biosynthesis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; National Research Council Canada; Saskatchewan Research Council (Canada)","funders":"National Research Council Canada","keywords":"Biochemistry; Polyunsaturated fatty acid; Brassica carinata; Food science; Fatty acid; Linoleic acid; Brassica; Biology; Cottonseed; Linolenic acid; Palmitic acid; Canola; Blowing a raspberry; alpha-Linolenic acid; Docosahexaenoic acid; Chemistry; Botany","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003532813,0.0002724221,0.0003456349,0.0001392236,0.0002257616,0.00009262871,0.0004292027,0.0001418327,0.000005165844],"category_scores_gemma":[0.0004044717,0.0002822557,0.00008358626,0.0004068021,0.0001222637,0.00004295199,0.0001950869,0.000291085,0.000001902201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001826327,"about_ca_system_score_gemma":0.0001361135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009061137,"about_ca_topic_score_gemma":0.0002077465,"domain_scores_codex":[0.998507,0.000189158,0.0003736484,0.0004584336,0.0001397673,0.0003320521],"domain_scores_gemma":[0.9981307,0.00003820396,0.00007172959,0.001528949,0.0001109004,0.0001194976],"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":[0.00001800922,0.0001202744,0.001408932,0.00004543064,0.00007474014,0.000004038415,0.0002564238,0.00006153147,0.9845843,0.0000838148,0.00001545349,0.01332699],"study_design_scores_gemma":[0.0005116278,0.00001012489,0.02619801,0.00006052908,0.00006843637,0.0000245964,0.00009387264,0.0004073955,0.9649722,0.000002844203,0.007355369,0.0002949972],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9510515,0.04632673,0.001429421,0.0005569755,0.0002315901,0.0002209408,0.00006250473,0.00006068127,0.00005967208],"genre_scores_gemma":[0.9841299,0.006292835,0.008644355,0.00007662691,0.0001977919,0.00007468829,0.0004877392,0.00004381267,0.00005222921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0400339,"threshold_uncertainty_score":0.999963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.010132957229871,"score_gpt":0.2482372210324288,"score_spread":0.2381042638025578,"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."}}