{"id":"W1535449704","doi":"10.1002/047167849x.bio072.pub2","title":"Quality Assurance of Fats and Oils","year":2020,"lang":"en","type":"other","venue":"Bailey's Industrial Oil and Fat Products","topic":"Edible Oils Quality and Analysis","field":"Chemistry","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Quality assurance; Quality (philosophy); Environmental science; Business; Biotechnology; 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":[0.00360959,0.0007617485,0.0003668261,0.00417587,0.0009987421,0.001933682,0.001135379,0.0007644027,0.01926908],"category_scores_gemma":[0.004837011,0.0001677202,0.0002873298,0.002717108,0.0006693065,0.001268392,0.0009622117,0.0006276272,0.006720599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001588747,"about_ca_system_score_gemma":0.001424735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007868573,"about_ca_topic_score_gemma":0.006712391,"domain_scores_codex":[0.9951218,0.0006325363,0.0002585958,0.0004792389,0.003266658,0.0002411937],"domain_scores_gemma":[0.9947191,0.0004370694,0.0006874363,0.0005127281,0.003467706,0.0001759299],"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":[0.0009610064,0.0003735817,0.01417772,0.001631924,0.00003370499,0.0003986422,0.0003547345,0.002769913,0.2284176,0.02575879,0.02089048,0.7042319],"study_design_scores_gemma":[0.00002885676,0.0004011207,0.01679688,0.0004125685,0.00004379759,0.000664863,0.0003241152,0.003139089,0.5532904,0.005665006,0.4191811,0.00005225673],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.166071,0.01930035,0.1323518,0.002138883,0.001046503,0.001140222,0.01067091,0.002731844,0.6645485],"genre_scores_gemma":[0.6400067,0.01126583,0.08114966,0.0006448333,0.000289653,0.0002827816,0.009425767,0.0009788197,0.2559559],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01926908,"threshold_uncertainty_score":0.06446147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06962779668824541,"score_gpt":0.2840614007398425,"score_spread":0.2144336040515971,"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."}}