{"id":"W4401598435","doi":"10.1016/j.jafr.2024.101361","title":"Human milk oligosaccharides produced by synthetic biology","year":2024,"lang":"en","type":"article","venue":"Journal of Agriculture and Food Research","topic":"Infant Nutrition and Health","field":"Nursing","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"McGill University","keywords":"Infant formula; Bacillus subtilis; Lactose; Biology; Breastfeeding; Health benefits; Biotechnology; Human health; Food science; Bacteria; Medicine; Environmental health; Pediatrics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001162424,0.00008964143,0.0001975598,0.0002537605,0.0002896718,0.0001418577,0.0001393524,0.0001346748,0.00004120145],"category_scores_gemma":[0.00007566153,0.00004955285,0.00007498987,0.000339232,0.00009917933,0.0001229669,0.00002768191,0.0009082251,0.00001278559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005547644,"about_ca_system_score_gemma":0.00003448331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001797569,"about_ca_topic_score_gemma":0.000009289593,"domain_scores_codex":[0.9986801,0.0002198905,0.0003031612,0.000169074,0.0003086954,0.0003190426],"domain_scores_gemma":[0.9992675,0.0001120306,0.00005693589,0.00007707928,0.0003334725,0.0001529844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005800587,0.000112043,0.0001304015,0.0002852522,0.00005437472,0.00001760866,0.0007841589,1.309663e-7,0.6490009,0.003210538,0.3435967,0.00274986],"study_design_scores_gemma":[0.001109343,0.009235451,0.002872787,0.001343422,0.0000761381,0.001210742,0.001677999,0.00001368419,0.2994874,0.01140728,0.67123,0.0003358508],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9118197,0.04274972,0.000007365024,0.04298086,0.0007262247,0.0002772579,0.0000372807,0.0000342494,0.001367354],"genre_scores_gemma":[0.9980264,0.0005968364,0.00005051018,0.000158992,0.0008877722,0.000003645145,0.000005052773,0.000008810357,0.0002619987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3495136,"threshold_uncertainty_score":0.3945836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05410207889945372,"score_gpt":0.3937093182279375,"score_spread":0.3396072393284837,"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."}}