{"id":"W4386961800","doi":"10.1002/0471125474.tox158","title":"Diacetyl","year":2023,"lang":"en","type":"other","venue":"Patty's Toxicology","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Diacetyl; Chemistry; Food science; Odor; Food spoilage; Population; Flavor; Toxicology; Organic chemistry; Medicine; Biology; Bacteria","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00001369142,0.0002746002,0.0003787591,0.0001877395,0.00001193517,0.000005538381,0.000289611,0.0009468978,0.001321361],"category_scores_gemma":[0.0001045348,0.0002813153,0.00006694054,0.0001839443,0.000105789,0.00001349726,0.0000882337,0.0004286288,0.002335358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001094778,"about_ca_system_score_gemma":0.000002196728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007810358,"about_ca_topic_score_gemma":0.0002317321,"domain_scores_codex":[0.9990646,0.000007828118,0.0001550369,0.0002668008,0.00008055376,0.0004251355],"domain_scores_gemma":[0.9994035,0.00009886527,0.00004009776,0.0004013703,0.000005454201,0.0000507605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001080942,0.00001200098,0.00005207659,0.0001024768,0.00009964147,0.00004810176,0.000008731505,0.0002758654,0.03093991,0.0004353453,0.9504101,0.0176147],"study_design_scores_gemma":[0.0001227256,0.00002244811,0.00003182709,0.00004088703,0.00001462193,0.000004967217,0.00001204604,0.00009140396,0.02605365,0.0006722127,0.9725817,0.0003515264],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001013117,0.002497865,0.0007524221,0.0001478853,0.002551824,0.0003580979,0.0001196021,0.04448349,0.9480757],"genre_scores_gemma":[0.02987926,0.007556269,0.00375012,0.0002002969,0.001376843,0.000454347,0.00006456392,0.009018806,0.9476995],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03546469,"threshold_uncertainty_score":0.9999639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01000018569116353,"score_gpt":0.225814987878879,"score_spread":0.2158148021877155,"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."}}