{"id":"W3180710994","doi":"10.3390/md19070386","title":"Antarctic Thraustochytrids as Sources of Carotenoids and High-Value Fatty Acids","year":2021,"lang":"en","type":"article","venue":"Marine Drugs","topic":"Algal biology and biofuel production","field":"Energy","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mara Renewables (Canada); Dalhousie University","funders":"Agencia Nacional de Investigación y Desarrollo","keywords":"Carotenoid; Canthaxanthin; Docosahexaenoic acid; Eicosapentaenoic acid; Polyunsaturated fatty acid; Food science; Biology; Astaxanthin; Biochemistry; Fatty acid; Biomass (ecology); Chemistry; Ecology","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":[0.0001316156,0.001179378,0.0005081652,0.0005219738,0.0002854439,0.0006646988,0.0002710655,0.0003137842,0.0007297634],"category_scores_gemma":[0.0001800448,0.0002426043,0.0005000715,0.001144254,0.0001666631,0.0003772315,0.000732745,0.0004683506,0.000634354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002413925,"about_ca_system_score_gemma":0.0005230074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003618,"about_ca_topic_score_gemma":0.004225433,"domain_scores_codex":[0.9998038,0.00002921422,0.00002039258,0.00004521035,0.00006033162,0.00004102877],"domain_scores_gemma":[0.9998677,0.00001709668,0.00003897465,0.00002074196,0.0000243268,0.00003119143],"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":[0.0001166391,0.00001390237,0.00133601,0.00008623493,0.00001064495,0.0001419297,0.00006993482,0.00006735598,0.9952483,0.00001908567,0.00002103125,0.002869068],"study_design_scores_gemma":[0.00007453384,0.001742896,0.1847558,0.0002064869,0.0002328158,0.00272411,0.002066898,0.001280846,0.7853642,0.0001810458,0.02129897,0.00007136718],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942434,0.001971345,0.0005330425,0.00005876864,0.00002442453,0.00006814994,0.001237479,0.0000255317,0.00183784],"genre_scores_gemma":[0.9821712,0.003251331,0.005263456,0.00007344029,0.00001983057,0.0001080175,0.004855746,0.00003429276,0.004222712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003618,"threshold_uncertainty_score":0.007193863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006564165478532846,"score_gpt":0.2194339903937723,"score_spread":0.2128698249152395,"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."}}