{"id":"W2013272391","doi":"10.1007/s00253-006-0419-1","title":"Isolation and characterization of polyunsaturated fatty acid producing Thraustochytrium species: screening of strains and optimization of omega-3 production","year":2006,"lang":"en","type":"article","venue":"Applied Microbiology and Biotechnology","topic":"Algal biology and biofuel production","field":"Energy","cited_by":242,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada; Bedford Institute of Oceanography","funders":"","keywords":"Eicosapentaenoic acid; Docosahexaenoic acid; Polyunsaturated fatty acid; Astaxanthin; Canthaxanthin; Fatty acid; Food science; Biochemistry; Biomass (ecology); Biology; Fermentation; Arachidonic acid; Chemistry; Carotenoid; Enzyme","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002661278,0.001016945,0.0006638856,0.0006662995,0.00044222,0.0004850742,0.0005897189,0.0004493553,0.0008107009],"category_scores_gemma":[0.0005092126,0.0003248723,0.0005390142,0.00119159,0.0002226173,0.0004481133,0.0006998702,0.0007534383,0.0005357654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000304751,"about_ca_system_score_gemma":0.0006306545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004033068,"about_ca_topic_score_gemma":0.00560972,"domain_scores_codex":[0.9995528,0.00004626018,0.00007763164,0.0001189959,0.000109321,0.00009500812],"domain_scores_gemma":[0.9996452,0.00005935814,0.00006316502,0.00007155009,0.00008280127,0.00007790828],"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":[0.0000534501,0.00003926274,0.0002398942,0.00002168236,0.000003726793,0.00004955027,0.00001879416,0.00003881138,0.9984043,0.00001124633,0.00001128103,0.001108064],"study_design_scores_gemma":[0.00002523248,0.0006690217,0.01190305,0.00001038464,0.00006564472,0.0005182318,0.0001769989,0.0004006319,0.9845612,0.00003796508,0.001618737,0.00001296748],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927596,0.0005691377,0.00358851,0.0001527907,0.00004146298,0.0001812454,0.00144873,0.00007083268,0.00118769],"genre_scores_gemma":[0.9663153,0.001093885,0.01967268,0.0001037325,0.0000284234,0.0001802586,0.008091135,0.00009356705,0.004421051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004033068,"threshold_uncertainty_score":0.008019149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007662582958063283,"score_gpt":0.1874738969321257,"score_spread":0.1798113139740624,"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."}}