{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001347494,0.000137161,0.000553249,0.0001940707,0.00005893551,0.00001372818,0.0002398124,0.0002709475,0.0001134992],"category_scores_gemma":[0.0001411983,0.0001158703,0.0001778374,0.0002810313,0.0001226402,0.00004293115,0.00006331022,0.0003606985,0.000002729667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001780551,"about_ca_system_score_gemma":0.0001023693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002629553,"about_ca_topic_score_gemma":0.00003157705,"domain_scores_codex":[0.9982247,0.0001816368,0.0008272082,0.000184614,0.0004122544,0.0001695383],"domain_scores_gemma":[0.9984409,0.0001502735,0.0007132273,0.000237006,0.0004028149,0.00005572755],"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":[0.001233651,0.0002557907,0.0000668662,0.00001828901,0.000185771,0.000001609036,0.00008784333,0.0000669914,0.9453253,0.001294174,0.005923412,0.04554028],"study_design_scores_gemma":[0.001256885,0.0001869548,0.001254662,0.0000827834,0.0005719849,0.000004098688,0.00005142369,0.0009063636,0.9184271,0.07455124,0.002604722,0.0001018169],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832205,0.0002649113,0.001112418,0.003109141,0.0002853638,0.0002956051,0.00001187383,0.00002525449,0.01167496],"genre_scores_gemma":[0.9912659,0.0000102258,0.007931524,0.0005935865,0.0001535977,0.000003974071,0.00001077452,0.000009077484,0.00002132406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07325707,"threshold_uncertainty_score":0.4725054,"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."}}