{"id":"W4220687727","doi":"10.1111/jam.15550","title":"Screening, characterization and growth of γ-aminobutyric acid-producing probiotic candidates from food origin under simulated colonic conditions","year":2022,"lang":"en","type":"article","venue":"Journal of Applied Microbiology","topic":"GABA and Rice Research","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; University of Ottawa","keywords":"Probiotic; Biology; Microbiology; Bacteria; Streptococcus thermophilus; Fermentation; Fermented milk products; Glutamate decarboxylase; Lactobacillus plantarum; Starter; Lactic acid; Food science; Lactobacillus; Biochemistry; Enzyme","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":[0.0002614949,0.00009894871,0.0002621319,0.00005563904,0.0002304012,0.00001722136,0.0001910045,0.00007084922,0.0003630892],"category_scores_gemma":[0.00001485911,0.00004449207,0.00005285942,0.000306388,0.00009891356,0.00005001119,0.0001167575,0.0002622412,0.000001788896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003967666,"about_ca_system_score_gemma":0.0000347362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007158917,"about_ca_topic_score_gemma":0.00003439585,"domain_scores_codex":[0.9991096,0.00009534942,0.0003337731,0.0001778002,0.00007919678,0.0002042506],"domain_scores_gemma":[0.9992781,0.0001627473,0.0003666533,0.0000357117,0.0001004378,0.00005630363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000119655,0.00008161328,0.003517017,0.000006774183,0.00007551938,0.000002473885,0.0001375368,0.00008116151,0.995225,0.0001575035,0.00007441148,0.000521349],"study_design_scores_gemma":[0.001625895,0.003085773,0.5303602,0.00004127754,0.0001381909,0.000280475,0.001181432,0.0001283224,0.4593571,0.001383061,0.002053748,0.000364559],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998623,0.0001604157,0.00002709238,0.0005306943,0.00008050497,0.0001836003,0.0003748905,0.000008024625,0.00001179463],"genre_scores_gemma":[0.9991757,0.00005132712,0.00007347857,0.00008826308,0.00008529342,0.000003225327,0.0004964779,0.000001532794,0.00002476095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5358679,"threshold_uncertainty_score":0.3975572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01887431165225875,"score_gpt":0.2333572009873895,"score_spread":0.2144828893351308,"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."}}