{"id":"W4378188065","doi":"10.29173/spectrum172","title":"Determination of Concentration of Food Dyes in Powdered Drink Mixes","year":2023,"lang":"en","type":"article","venue":"Spectrum","topic":"Dye analysis and toxicity","field":"Chemistry","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Food science; Chemistry; Food and drug administration; Food additive; Food products; Food preparation; Significant difference; Pulp and paper industry; Business; Food processing; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007226263,0.00004704235,0.0001286786,0.00005214969,0.00001031961,0.000004642967,0.0000634732,0.00004093998,0.0002581915],"category_scores_gemma":[0.00003443848,0.00004713033,0.00005129496,0.0002275924,0.0000237729,0.00004549082,0.00001585082,0.00003789046,0.000006150633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001839672,"about_ca_system_score_gemma":0.00001547634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000876095,"about_ca_topic_score_gemma":0.000606968,"domain_scores_codex":[0.9994836,0.000008652756,0.000202988,0.00009371868,0.0001152743,0.000095763],"domain_scores_gemma":[0.9997236,0.00002859583,0.0001015216,0.0001170046,0.00001576963,0.00001355667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002284527,0.0001160447,0.09478617,0.0001683018,0.00004106604,0.000004769972,0.0005639479,0.00003694768,0.8942401,0.005582395,0.00005725862,0.004380145],"study_design_scores_gemma":[0.0002327856,0.00002671185,0.02534266,0.00002638238,0.00001121497,2.865283e-7,0.0001394002,0.003517384,0.9657524,0.004869081,0.00003360809,0.00004809829],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923808,0.00002525229,0.00003680192,0.0001109101,0.00001542158,0.00002057961,0.00001240902,0.00001837582,0.007379472],"genre_scores_gemma":[0.9996316,0.00002533869,0.00004519512,0.000003336445,0.00001727785,0.000002015225,0.0000253745,0.000004438637,0.0002454178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07151228,"threshold_uncertainty_score":0.2827016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01237649337026698,"score_gpt":0.2428725829472945,"score_spread":0.2304960895770276,"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."}}