{"id":"W4256729422","doi":"10.1002/047167849x.bio072","title":"Quality Assurance of Fats and Oils","year":2005,"lang":"en","type":"other","venue":"Bailey's Industrial Oil and Fat Products","topic":"Edible Oils Quality and Analysis","field":"Chemistry","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Quality assurance; Quality (philosophy); Environmental science; Business; Biotechnology; Agricultural engineering; Engineering; Biology; Marketing","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":[0.003520271,0.000814341,0.0004527814,0.004046119,0.0008506164,0.002154426,0.001395577,0.0006818083,0.01961646],"category_scores_gemma":[0.005191247,0.0001984484,0.0002915876,0.002652253,0.0005431584,0.00130017,0.0009801683,0.0006517737,0.00630518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001527398,"about_ca_system_score_gemma":0.001418346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005495943,"about_ca_topic_score_gemma":0.005085692,"domain_scores_codex":[0.9947309,0.000581545,0.0003024293,0.0005448648,0.003623429,0.0002167135],"domain_scores_gemma":[0.994752,0.0004190774,0.0007377578,0.0005889605,0.003321468,0.0001808149],"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":[0.001000151,0.0004156144,0.01317638,0.001901977,0.00004377728,0.0004468554,0.0003374777,0.002312619,0.2535059,0.01984959,0.01854036,0.6884692],"study_design_scores_gemma":[0.00003462523,0.0004033974,0.01661685,0.0003742372,0.00005212055,0.0008699061,0.0002625515,0.002613495,0.6465337,0.004280411,0.3279103,0.00004839593],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1743352,0.01977767,0.1704749,0.001577727,0.0009477988,0.001423769,0.01016923,0.003485454,0.6178083],"genre_scores_gemma":[0.6306356,0.01088665,0.09499813,0.0005588296,0.0002735528,0.0002923229,0.009370771,0.001121864,0.2518623],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01961646,"threshold_uncertainty_score":0.06562358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05655795084544498,"score_gpt":0.2879064004278656,"score_spread":0.2313484495824207,"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."}}