{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001525239,0.000131218,0.0002234343,0.0000434697,0.00009083436,0.00001227346,0.00008183416,0.0001373981,0.0004410014],"category_scores_gemma":[0.00009220282,0.0001123749,0.00005004739,0.0001804804,0.0001730585,0.00007117643,0.0002237545,0.0001599294,0.00003339533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002165734,"about_ca_system_score_gemma":0.00004045375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004284139,"about_ca_topic_score_gemma":0.0001072715,"domain_scores_codex":[0.9991194,0.00008964103,0.0001912371,0.0003063063,0.0001108865,0.0001825284],"domain_scores_gemma":[0.9995044,0.00003954902,0.00006599341,0.0002618747,0.00008078747,0.00004739374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001012744,0.0004305614,0.5435342,0.0005857417,0.000633759,0.0001411457,0.002638634,0.0003681541,0.1284095,0.1342905,0.0004979914,0.187457],"study_design_scores_gemma":[0.00142284,0.0004863785,0.301324,0.00003526285,0.0001595552,0.0002565019,0.00087223,0.00008628835,0.6271263,0.04263182,0.0251242,0.0004746011],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887887,0.0003795966,0.00002017285,0.001084798,0.0003055786,0.00006349598,0.00000494121,0.00004869557,0.009303974],"genre_scores_gemma":[0.9957886,0.0001780193,0.0006194244,0.0002186541,0.0002590107,0.000006174333,0.00007047113,0.0000119546,0.00284773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4987169,"threshold_uncertainty_score":0.6476365,"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."}}