{"id":"W4396832462","doi":"10.1007/s12602-024-10270-y","title":"Screening of Lactic Acid Bacteria Strains for Potential Sourdough and Bread Applications: Enzyme Expression and Exopolysaccharide Production","year":2024,"lang":"en","type":"article","venue":"Probiotics and Antimicrobial Proteins","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; McGill University","funders":"","keywords":"Lactococcus lactis; Lactic acid; Lactobacillus plantarum; Bacteria; Xylanase; Biology; Enzyme; Microbiology; Biochemistry; Lactobacillus; Lactobacillus rhamnosus; Chemistry; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000504465,0.0009887862,0.0007754649,0.0005064884,0.0002421326,0.0006622009,0.000328589,0.0004690471,0.0006551517],"category_scores_gemma":[0.0007565258,0.0002715528,0.0006378192,0.0009319924,0.0001895639,0.0004109645,0.0005344134,0.0006128775,0.0004220621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002148331,"about_ca_system_score_gemma":0.0004283287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008540358,"about_ca_topic_score_gemma":0.001328741,"domain_scores_codex":[0.9994665,0.000111745,0.00007332335,0.0000773159,0.0001752708,0.00009597265],"domain_scores_gemma":[0.9996585,0.0000803084,0.00006526567,0.00002600681,0.0001120271,0.00005786572],"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":[0.00008440384,0.00006129657,0.0003012965,0.00004263251,0.000006410725,0.00003861449,0.00001565229,0.0000581394,0.9982292,0.00001331951,0.00001362796,0.001135495],"study_design_scores_gemma":[0.00001448824,0.0007655349,0.006647199,0.00001290636,0.00005588094,0.0002212798,0.0001308513,0.0005301451,0.9906623,0.0000327934,0.0009172718,0.000009394882],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990458,0.001486648,0.005684302,0.0002501936,0.00003070742,0.0001695519,0.001035488,0.00005035246,0.0008345977],"genre_scores_gemma":[0.9745616,0.001701062,0.01687319,0.0001049661,0.00001852585,0.0001636032,0.003520927,0.00005022615,0.003006006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009887862,"threshold_uncertainty_score":0.002667904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009440891650293682,"score_gpt":0.237979441656033,"score_spread":0.2285385500057394,"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."}}