{"id":"W2790730740","doi":"10.1016/j.foodchem.2018.01.180","title":"Examination of marine and vegetable oil oxidation data from a multi-year, third-party database","year":2018,"lang":"en","type":"article","venue":"Food Chemistry","topic":"Edible Oils Quality and Analysis","field":"Chemistry","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nutrasource","funders":"South Dakota Governor's Office of Economic Development","keywords":"Sunflower oil; Peroxide value; Food science; Fish oil; Olive oil; Chemistry; Sunflower; Algae fuel; Fish <Actinopterygii>; Biology; Fishery; Horticulture; Organic chemistry; Biodiesel","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":[0.002557221,0.0004518201,0.0004286252,0.008813079,0.0003517223,0.0008789079,0.0004218672,0.0003749198,0.001115555],"category_scores_gemma":[0.005452861,0.0001442546,0.0005617649,0.009230047,0.0001464112,0.0005550766,0.0007445954,0.0002759942,0.0008121909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000701425,"about_ca_system_score_gemma":0.001178233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01297851,"about_ca_topic_score_gemma":0.01896113,"domain_scores_codex":[0.9979227,0.0002317292,0.0004795801,0.0004255087,0.0007933482,0.0001472015],"domain_scores_gemma":[0.9915462,0.001610827,0.002695807,0.001132547,0.002743061,0.0002714851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001989264,0.000203977,0.8685898,0.001878509,0.0009342636,0.000492308,0.0003837674,0.001400954,0.02942769,0.0004687909,0.01087571,0.08335503],"study_design_scores_gemma":[0.00004161892,0.0002560535,0.9323109,0.0001291317,0.0003297467,0.0005159603,0.000309721,0.001785413,0.01620347,0.000149128,0.04792794,0.00004079269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6335974,0.001942623,0.00233968,0.0001045369,0.00002343195,0.0001577572,0.3574269,0.0002934473,0.004114392],"genre_scores_gemma":[0.4495876,0.0009924253,0.006114225,0.00007981776,0.0000205246,0.0001836713,0.5411908,0.00007574512,0.001755346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01297851,"threshold_uncertainty_score":0.02580589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05534742603566983,"score_gpt":0.2814465698677421,"score_spread":0.2260991438320722,"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."}}