{"id":"W3139050861","doi":"10.1002/aocs.12459","title":"An International Collaborative Study on Trypsin Inhibitor Assay for Legumes, Cereals, and Related Products","year":2021,"lang":"en","type":"article","venue":"Journal of the American Oil Chemists Society","topic":"Insect Resistance and Genetics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Plant Biotechnology Institute; Agriculture and Agri-Food Canada","funders":"U.S. Department of Agriculture","keywords":"Repeatability; Chromatography; Trypsin inhibitor; Chemistry; Reproducibility; Absorbance; Trypsin; Mathematics; Enzyme; Biochemistry","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":[0.0003201679,0.000117715,0.0001816946,0.000007866876,0.00009759811,0.00004140809,0.0002101935,0.0000551587,0.000001992328],"category_scores_gemma":[0.0002535094,0.0000872774,0.0001333575,0.0001622998,0.0001402733,0.000006602942,0.00005252245,0.0001516771,1.392132e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004749938,"about_ca_system_score_gemma":0.0003122109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000018541,"about_ca_topic_score_gemma":0.00000490709,"domain_scores_codex":[0.9991184,0.00009190867,0.0002387235,0.0002167556,0.0002100136,0.0001241444],"domain_scores_gemma":[0.9985511,0.00002361896,0.0004321813,0.0002594696,0.0006791926,0.00005443086],"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":[0.0002302592,0.0003792659,0.002518743,0.00001504555,0.0003422079,0.000004233648,0.000904026,0.00002930647,0.9860847,0.000004721003,0.007293909,0.002193577],"study_design_scores_gemma":[0.001189219,0.0008406824,0.01159031,0.00002723423,0.00006651301,0.00006176441,0.005418283,0.00001421725,0.9634459,0.00002680202,0.01716758,0.0001514825],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976266,0.0003787012,0.000009656834,0.001312007,0.0002297626,0.0000644307,0.00002890105,0.000002372673,0.0003475465],"genre_scores_gemma":[0.996006,0.000446688,0.001294712,0.0004170708,0.0004855389,0.000005657676,0.00001594817,0.00001659196,0.001311777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02263879,"threshold_uncertainty_score":0.3559069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006206232305251073,"score_gpt":0.2763903880633597,"score_spread":0.2701841557581087,"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."}}