{"id":"W4211137187","doi":"10.1002/047167849x.bio081.pub2","title":"By‐Product Utilization","year":2020,"lang":"en","type":"other","venue":"Bailey's Industrial Oil and Fat Products","topic":"Food Chemistry and Fat Analysis","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Refining (metallurgy); Cottonseed; Canola; Cottonseed oil; Pulp and paper industry; Sunflower; Palm oil; Chemistry; Environmental science; Food science; Agronomy; Engineering; Biology","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":[0.0004539218,0.001189667,0.0005358221,0.001428689,0.0006861888,0.001898351,0.000914439,0.0005503744,0.04057318],"category_scores_gemma":[0.0003962005,0.0001927175,0.0008317917,0.001498178,0.00020695,0.001155983,0.001231197,0.000870047,0.04260992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009284189,"about_ca_system_score_gemma":0.0007697403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001594443,"about_ca_topic_score_gemma":0.002116909,"domain_scores_codex":[0.9992177,0.00006194888,0.00003988195,0.0001317221,0.0003994163,0.0001492882],"domain_scores_gemma":[0.9998057,0.00001425058,0.00001871457,0.00003716963,0.0001009183,0.0000232012],"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":[0.0004306441,0.0003908362,0.002310348,0.004963326,0.0001266476,0.00151384,0.0002843885,0.001018179,0.4406899,0.01806371,0.0454743,0.4847339],"study_design_scores_gemma":[0.000008906914,0.0002639621,0.001179712,0.0003033232,0.00005866935,0.0008385588,0.0001416009,0.0003098227,0.2672585,0.00107802,0.7285398,0.00001911171],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1442683,0.05130081,0.0350397,0.001318761,0.001477467,0.001027882,0.01923153,0.001800776,0.7445349],"genre_scores_gemma":[0.4398664,0.06799347,0.02619785,0.001176477,0.0002125086,0.0007728332,0.02572768,0.001381155,0.4366716],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04057318,"threshold_uncertainty_score":0.1357308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06278955936953633,"score_gpt":0.221140544379537,"score_spread":0.1583509850100007,"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."}}