{"id":"W1983996633","doi":"10.1007/s11746-014-2561-8","title":"Impact of Canolol‐Enriched Extract from Heat‐Treated Canola Meal to Enhance Oil Quality Parameters in Deep‐Frying: a Comparison with Rosemary Extract and TBHQ‐Fortified Oil Systems","year":2014,"lang":"en","type":"article","venue":"Journal of the American Oil Chemists Society","topic":"Edible Oils Quality and Analysis","field":"Chemistry","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cargill (Canada); University of Manitoba","funders":"University of Manitoba","keywords":"Canola; Food science; Chemistry; Meal","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001312758,0.0004652908,0.00172858,0.00006199981,0.0001338887,0.000102795,0.0006829286,0.0001901291,0.00001950518],"category_scores_gemma":[0.0004699789,0.0003190444,0.0008204672,0.0007766269,0.0004852305,0.0001748016,0.000101362,0.0009560943,6.825169e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007078922,"about_ca_system_score_gemma":0.0003187099,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03569689,"about_ca_topic_score_gemma":0.0009114725,"domain_scores_codex":[0.9962218,0.0003058027,0.001551854,0.000486157,0.0008877081,0.0005467131],"domain_scores_gemma":[0.9951423,0.0009164276,0.002504969,0.0007322716,0.0003137708,0.0003902546],"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":[0.0008358696,0.0004910143,0.1442954,0.0008753716,0.001384665,0.000009004224,0.004772068,0.004843313,0.8265378,7.615545e-7,0.0002269089,0.01572785],"study_design_scores_gemma":[0.006244869,0.0008702278,0.07775714,0.00553157,0.00209861,0.0002170087,0.03210495,0.0226715,0.8493963,0.00004516207,0.0003380508,0.002724601],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978819,0.001059144,0.000110064,0.000242206,0.0000466416,0.00001699365,0.00005418085,0.00002450833,0.0005643616],"genre_scores_gemma":[0.9972429,0.00081903,0.001225437,0.0001315515,0.0001515164,0.00001016025,0.00001398243,0.00004379786,0.0003616448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06653824,"threshold_uncertainty_score":0.9999261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02079151227635245,"score_gpt":0.3224884740559184,"score_spread":0.3016969617795659,"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."}}