{"id":"W2845186785","doi":"10.5740/jaoacint.smpr2014.003","title":"Standard Method Performance Requirements (SMPRs®) 2014.003: Revised: Determinional of GOS in Infant Formula and Adult/Pediatric Nutritional Formula","year":2018,"lang":"en","type":"article","venue":"Journal of AOAC International","topic":"Infant Nutrition and Health","field":"Nursing","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Abbott (Canada)","funders":"","keywords":"Infant formula; Pediatrics; Medicine; Statistics; Mathematics","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":[0.001146995,0.0001758038,0.000401835,0.0007726958,0.0001046925,0.00004295088,0.0002772078,0.000121487,0.0003445748],"category_scores_gemma":[0.0002193086,0.0001605334,0.000144637,0.0001604588,0.00009226186,0.0007955907,0.00006066189,0.0003438763,0.000008122555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002770069,"about_ca_system_score_gemma":0.0001561276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001724326,"about_ca_topic_score_gemma":0.00001900701,"domain_scores_codex":[0.9971489,0.0001000734,0.001312794,0.0001909355,0.0009695635,0.0002776989],"domain_scores_gemma":[0.9972761,0.0001605986,0.000951779,0.0001151744,0.001361286,0.0001351151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02020168,0.001428141,0.8663375,0.001344571,0.0002814994,0.00006644793,0.002440036,0.00006233295,0.007064983,0.008201557,0.05397373,0.0385975],"study_design_scores_gemma":[0.04495659,0.01143147,0.7493047,0.004168123,0.0003100894,0.003072424,0.0006992255,0.02375636,0.05083294,0.0148351,0.0951967,0.001436332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921407,0.0002810258,0.001918171,0.002283173,0.001655718,0.0002592881,0.0001764069,0.00001022463,0.001275274],"genre_scores_gemma":[0.9640471,0.0009447417,0.03236256,0.0008306883,0.001724848,0.000006121767,0.00002893527,0.00001964991,0.00003538687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1170329,"threshold_uncertainty_score":0.6546363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01799083863611239,"score_gpt":0.3528316458443052,"score_spread":0.3348408072081928,"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."}}