{"id":"W1594221259","doi":"10.1002/047167849x.bio050","title":"Lipid Oxidation: Measurement Methods","year":2005,"lang":"en","type":"other","venue":"Bailey's Industrial Oil and Fat Products","topic":"Edible Oils Quality and Analysis","field":"Chemistry","cited_by":262,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Chemistry; Iodometry; Lipid oxidation; Radical; Differential scanning calorimetry; Peroxide value; Fourier transform infrared spectroscopy; Iodine value; Electron paramagnetic resonance; Chromatography; Organic chemistry; Antioxidant; Nuclear magnetic resonance; Chemical engineering","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001262948,0.0005384402,0.0007843351,0.000223101,0.0001257547,0.0001324477,0.0003390573,0.001144821,0.01643928],"category_scores_gemma":[0.0009339632,0.0004937754,0.0001490575,0.0003893055,0.0001461981,0.00009284524,0.0001305402,0.0007933881,0.0001323453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001065395,"about_ca_system_score_gemma":0.000215464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002569834,"about_ca_topic_score_gemma":0.0000804841,"domain_scores_codex":[0.9970168,0.0002125761,0.0005789706,0.0009942502,0.000767729,0.0004296977],"domain_scores_gemma":[0.9982936,0.00006402346,0.0004772913,0.0008018119,0.0001603415,0.0002029442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002831859,0.000100857,0.00001230837,0.0007177239,0.0003381286,0.000004546485,0.00005482128,0.000001027957,0.008205356,0.0001197288,0.4577952,0.532622],"study_design_scores_gemma":[0.000913538,0.00001722324,4.110547e-7,0.0009871037,0.000387206,0.000004952037,0.00009656719,0.000003029142,0.03256505,0.00001568523,0.96444,0.0005691759],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001027042,0.01282078,0.00005939712,0.001964503,0.001479154,0.00006509051,0.00008640672,0.0003623194,0.9830596],"genre_scores_gemma":[0.00006896035,0.006597076,0.004673813,0.0001470713,0.03451806,0.00004604111,0.0002160821,0.0002997642,0.9534332],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5320528,"threshold_uncertainty_score":0.9997514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1117467021228691,"score_gpt":0.3157654892032154,"score_spread":0.2040187870803463,"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."}}