{"id":"W1994578267","doi":"10.1007/s11746-003-0799-5","title":"Concentrating PUFA from mackerel processing waste","year":2003,"lang":"en","type":"article","venue":"Journal of the American Oil Chemists Society","topic":"Fatty Acid Research and Health","field":"Nursing","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Polyunsaturated fatty acid; Chemistry; Urea; Fish oil; Food science; Peroxide value; Mackerel; Iodine value; Chloroform; Saponification; Fish <Actinopterygii>; Chromatography; Fatty acid; Organic chemistry; Fishery; Biology","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":[0.0006065644,0.0001432261,0.0003327836,0.0000104719,0.0003530047,0.0000889476,0.0003946376,0.00004934749,0.00003017318],"category_scores_gemma":[0.0004452179,0.00009667264,0.0003724112,0.0003168556,0.0004287296,0.0001365624,0.00003867322,0.0008573298,0.000003136654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003608227,"about_ca_system_score_gemma":0.0003420641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009874018,"about_ca_topic_score_gemma":0.000003919843,"domain_scores_codex":[0.9982018,0.0001499763,0.0004267663,0.000155453,0.0006137093,0.0004523243],"domain_scores_gemma":[0.9981722,0.0001567124,0.001003144,0.0002205224,0.0002214724,0.0002259784],"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":[0.0002271015,0.0001604973,0.01051761,0.0002221885,0.0001263051,0.000009140743,0.005574374,0.00007591395,0.9036959,0.00000703132,0.02385089,0.05553307],"study_design_scores_gemma":[0.001323483,0.0001462483,0.001689056,0.0004733089,0.00006699866,0.0001110102,0.01274817,0.0007719668,0.9749419,0.0002596619,0.007229717,0.0002384608],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920492,0.001181094,0.0001058879,0.00470025,0.0002710629,0.00003306128,0.000006264411,0.00001416677,0.001638973],"genre_scores_gemma":[0.9857985,0.0002155935,0.0108819,0.002443202,0.0004932471,0.000001233499,8.843996e-7,0.00002567867,0.0001397825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07124604,"threshold_uncertainty_score":0.3942196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01559553745672046,"score_gpt":0.297074631281988,"score_spread":0.2814790938252675,"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."}}