{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001431844,0.0001361578,0.0001242866,0.00006449493,0.0001335953,0.00009920076,0.00004162069,0.0001141927,0.000003255356],"category_scores_gemma":[0.00002246453,0.00012922,0.00003299537,0.00006613199,0.0001109694,0.00002667206,0.00007377642,0.00007250885,2.829382e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003526829,"about_ca_system_score_gemma":0.00002856436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004425044,"about_ca_topic_score_gemma":0.000002571487,"domain_scores_codex":[0.9991751,0.0000218742,0.0002026205,0.0004187424,0.0000463555,0.0001352902],"domain_scores_gemma":[0.9996715,0.000003030443,0.00008469994,0.0001259873,0.00006901366,0.00004576083],"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":[0.00008082901,0.00003921736,0.00002733871,0.0006307536,0.0000264333,2.433607e-7,0.00007198705,0.00000398127,0.9904764,0.0001293466,0.0001627663,0.00835074],"study_design_scores_gemma":[0.0002624566,0.0001526188,0.0001728861,0.0001457805,0.00003734593,0.0000606369,0.00003814328,0.0001877205,0.9943171,0.00005702629,0.004417027,0.0001513245],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8400757,0.002376138,0.153997,0.001418193,0.0002900186,0.00162721,0.0001583854,0.00004651298,0.00001081938],"genre_scores_gemma":[0.985064,0.001072523,0.01280442,0.00004163475,0.0005620696,0.0000499141,0.000183513,0.00002581163,0.000196139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1449883,"threshold_uncertainty_score":0.5269439,"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."}}