{"id":"W4242910836","doi":"10.1002/047167849x.bio064.pub2","title":"Hydrogenation: Processing Technologies","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":"University of Guelph","funders":"","keywords":"Chemistry; Food science; Palm oil; Catalysis; Organic chemistry; Pulp and paper industry; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008129877,0.0003127036,0.0003932627,0.00002764403,0.0001464782,0.000120169,0.0003129815,0.0007361155,0.0005412592],"category_scores_gemma":[0.000197324,0.0001304818,0.00007011177,0.0005673032,0.0001564785,0.00006339998,0.0001520439,0.0004078903,0.00003895197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001333609,"about_ca_system_score_gemma":0.00002193853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006970967,"about_ca_topic_score_gemma":0.00004884196,"domain_scores_codex":[0.9985562,0.00002798045,0.0002274263,0.0006853465,0.0002427135,0.0002603413],"domain_scores_gemma":[0.999542,0.00002162086,0.0002279015,0.0000953405,0.00003716948,0.0000759972],"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":[0.00001730014,0.00003024125,0.00004805543,0.00006070752,0.00004862886,0.0000110797,0.0000162086,8.285109e-8,0.01666529,0.00001796655,0.2331004,0.749984],"study_design_scores_gemma":[0.0001586792,0.0000734039,0.000005948177,0.0001511752,0.00007971592,0.000006198694,0.0002077757,0.00000422976,0.01404234,0.00004071402,0.9848781,0.000351701],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009800173,0.02580166,5.865253e-7,0.04795024,0.0009098868,0.0003661378,0.0004491636,0.003262808,0.9114593],"genre_scores_gemma":[0.135308,0.00308786,0.0002296818,0.0002504043,0.01278436,0.00007888128,0.0009586913,0.00004299636,0.8472591],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7517777,"threshold_uncertainty_score":0.5926409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03679444954057556,"score_gpt":0.2082127114864296,"score_spread":0.171418261945854,"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."}}