{"id":"W2167596736","doi":"10.1111/j.1745-4522.2000.tb00161.x","title":"A RESEARCH NOTE EVALUATION OF THE VERI‐FRY® PRO FFA‐75 QUICK TEST FOR MEASURING FREE FATTY ACIDS IN DEEP‐FRYING OILS","year":2000,"lang":"en","type":"article","venue":"Journal of Food Lipids","topic":"Edible Oils Quality and Analysis","field":"Chemistry","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chemistry; Food science; Identification (biology); Deep frying; Environmentally friendly; Biochemical engineering; Pulp and paper industry; Biological system; Botany; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.008450445,0.0001404324,0.0003760375,0.0002170646,0.000180586,0.00006074155,0.0007144526,0.0001646334,0.0004080122],"category_scores_gemma":[0.003806853,0.0001065747,0.0003417126,0.0006661223,0.0001001636,0.0002657387,0.00006970501,0.0007344054,0.000002766927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003010805,"about_ca_system_score_gemma":0.0003766068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004648867,"about_ca_topic_score_gemma":0.000277954,"domain_scores_codex":[0.9963072,0.0003229496,0.0009377081,0.000190402,0.001878634,0.0003631398],"domain_scores_gemma":[0.9972473,0.000713232,0.0004193873,0.0004838759,0.001037732,0.00009846252],"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":[0.000874699,0.00129686,0.0373226,0.003057118,0.0005704791,0.000006046743,0.007810478,0.007377027,0.7710152,0.0001072305,0.0005860007,0.1699763],"study_design_scores_gemma":[0.007284866,0.0008024764,0.00497434,0.003460136,0.0005904416,0.00004259317,0.00294589,0.01334395,0.9570177,0.007895158,0.001238683,0.0004037637],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941208,0.0008438996,0.0001165235,0.000611857,0.0001276409,0.0001223563,0.00001882358,0.000006802496,0.004031321],"genre_scores_gemma":[0.997733,0.0001565067,0.0009769119,0.00002496924,0.0009150418,0.00002030765,0.00000168989,0.00002004471,0.0001515314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1860025,"threshold_uncertainty_score":0.4557433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1462006800983316,"score_gpt":0.3791290803194239,"score_spread":0.2329284002210923,"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."}}