{"id":"W4386031861","doi":"10.9734/mrji/2023/v33i61388","title":"Extraction, Antibiofilm Activity and Characterization of Biosurfactant Produced by Limosilactobacillus reuteri IDCC 3701","year":2023,"lang":"en","type":"article","venue":"Microbiology Research Journal International","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pulmonary surfactant; Chemistry; Food science; Chromatography; Microbiology; Biology; Biochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002230998,0.0007903139,0.0004574439,0.0006544596,0.0001946672,0.0003685865,0.0002895313,0.0003929692,0.0004479209],"category_scores_gemma":[0.0002375406,0.0001125776,0.0004809248,0.0006352611,0.0001625185,0.0003342866,0.0003082666,0.0003240973,0.0003326052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002943694,"about_ca_system_score_gemma":0.0003685301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001641504,"about_ca_topic_score_gemma":0.001653061,"domain_scores_codex":[0.999643,0.00003928937,0.00005078805,0.00006229184,0.000156952,0.00004775648],"domain_scores_gemma":[0.9998971,0.00001224281,0.00003441534,0.00001008585,0.00003590184,0.0000102633],"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":[0.00005833573,0.0000407216,0.0007118253,0.0001145132,0.000006688635,0.0001227362,0.00002058245,0.0000686089,0.9952196,0.00001951399,0.00001958741,0.003597259],"study_design_scores_gemma":[0.000004240439,0.0002564208,0.005754376,0.00001919789,0.00001986633,0.0002769713,0.0000692178,0.0002127013,0.9916072,0.00001416547,0.001757018,0.000008659411],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872636,0.005890653,0.003817373,0.0001324388,0.0000211934,0.0001192792,0.001032882,0.00005411661,0.001668499],"genre_scores_gemma":[0.9694679,0.005889792,0.01621775,0.0001362653,0.00002805771,0.0001558042,0.004688862,0.00003299794,0.003382467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001641504,"threshold_uncertainty_score":0.003263891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02881932185750509,"score_gpt":0.3421910295144865,"score_spread":0.3133717076569815,"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."}}