{"id":"W4409035756","doi":"10.1002/jat.4781","title":"Safety Evaluation of Serendipity Berry Sweet Protein From <i>Komagataella phaffii</i>","year":2025,"lang":"en","type":"article","venue":"Journal of Applied Toxicology","topic":"Biochemical Analysis and Sensing Techniques","field":"Nursing","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Berry; Toxicity; Genotoxicity; Ingredient; Food science; In vivo; Biology; In vitro; Pharmacology; Chemistry; Biotechnology; Biochemistry; Botany","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":[0.0003019195,0.0002740753,0.0002142419,0.000249147,0.0002711445,0.0002539674,0.0001700118,0.0003522744,0.0005068862],"category_scores_gemma":[0.000291252,0.00007694634,0.0002814394,0.0001543107,0.0001818957,0.0002016284,0.0002187677,0.000308837,0.0001206503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002460038,"about_ca_system_score_gemma":0.0003108039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009548945,"about_ca_topic_score_gemma":0.001357408,"domain_scores_codex":[0.9997801,0.00004544365,0.00001294161,0.0000410082,0.0001027659,0.00001769941],"domain_scores_gemma":[0.9997421,0.00003103099,0.0001011488,0.00001523499,0.00007840675,0.00003202096],"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":[0.0003368487,0.00006876797,0.0008489388,0.0001122515,0.00001726632,0.00007222881,0.00002806956,0.0001461809,0.9949656,0.00002683583,0.00003137481,0.003345493],"study_design_scores_gemma":[0.00002435726,0.005295876,0.01219648,0.00002618097,0.0000926513,0.0002884135,0.00008877253,0.0007785131,0.9780042,0.00004226884,0.003148383,0.00001381916],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973168,0.0005340469,0.001391063,0.00004072518,0.000008852195,0.00003826853,0.0001627307,0.00001334936,0.0004942389],"genre_scores_gemma":[0.9945942,0.0009523485,0.002476784,0.00006444514,0.000007360607,0.00003757761,0.0004823782,0.00001112991,0.001373762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009548945,"threshold_uncertainty_score":0.001898646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01684397443459112,"score_gpt":0.296649237473176,"score_spread":0.2798052630385849,"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."}}