{"id":"W4386369452","doi":"10.3390/bioengineering10091033","title":"Production of Astaxanthin Using CBFD1/HFBD1 from Adonis aestivalis and the Isopentenol Utilization Pathway in Escherichia coli","year":2023,"lang":"en","type":"article","venue":"Bioengineering","topic":"Plant biochemistry and biosynthesis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Astaxanthin; Carotenoid; Nutraceutical; Escherichia coli; Chemistry; Food science; Operon; Biochemistry; Biology; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003482387,0.0008390585,0.0005847056,0.0003256916,0.0002189935,0.0006637631,0.0003764686,0.0004217894,0.0005514853],"category_scores_gemma":[0.0002262876,0.0002684048,0.0005358155,0.0005280591,0.0002543389,0.0002831478,0.0005485967,0.0009360304,0.000608288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007559431,"about_ca_system_score_gemma":0.0003689405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00386732,"about_ca_topic_score_gemma":0.002277812,"domain_scores_codex":[0.9996684,0.00004242694,0.00004717579,0.00007329669,0.0001080867,0.00006067071],"domain_scores_gemma":[0.999869,0.00002215672,0.0000336599,0.00002799799,0.00002023721,0.00002690635],"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":[0.00004138151,0.00003400407,0.0001866347,0.00004390201,0.000005207507,0.00003992044,0.00002223236,0.00009277558,0.9983686,0.00005165585,0.00002286601,0.001090785],"study_design_scores_gemma":[0.00001404724,0.0001040433,0.001696266,0.000007255611,0.00001993679,0.0001205625,0.00005016351,0.0008428118,0.9947582,0.00003498459,0.002342271,0.000009525032],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857399,0.000836387,0.00936347,0.0002167134,0.000085983,0.00009951521,0.001676374,0.0002625597,0.00171906],"genre_scores_gemma":[0.9661824,0.0009020382,0.02127673,0.00009271246,0.0000181578,0.00009226209,0.004783437,0.0001438422,0.006508369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00386732,"threshold_uncertainty_score":0.007689655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02666445902281099,"score_gpt":0.2305880324822701,"score_spread":0.2039235734594591,"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."}}