{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001060237,0.0001257294,0.0001414406,0.0002689188,0.0001887466,0.00006578185,0.0002207696,0.0001767856,0.00009400579],"category_scores_gemma":[0.0002422538,0.000113879,0.0000513889,0.0002565658,0.0002149726,0.000038527,0.000156861,0.0003199691,0.00002438159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003710748,"about_ca_system_score_gemma":0.00008477348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006797122,"about_ca_topic_score_gemma":0.000002360534,"domain_scores_codex":[0.9986401,0.0002795445,0.0002916703,0.0003531834,0.0001624357,0.0002730516],"domain_scores_gemma":[0.9988576,0.00002238752,0.0002100773,0.0001687951,0.000661265,0.00007990802],"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":[0.0002293544,0.00008697578,0.00476538,0.00001207248,0.000085211,0.000003467754,0.00004110562,0.000001249261,0.988422,0.00001283518,0.004648669,0.00169167],"study_design_scores_gemma":[0.0003280209,0.0001932556,0.02188371,0.00001586352,0.000003503663,0.0002426355,0.00003189312,0.00003179399,0.9283366,0.00001196015,0.04881761,0.000103204],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953852,0.00006868349,0.0002587429,0.003181694,0.0007060241,0.0001449689,0.0001846823,0.00001655715,0.00005339834],"genre_scores_gemma":[0.9939039,0.002658121,0.00004461404,0.00005438432,0.0004019354,0.000006750414,0.0009054017,0.00001785738,0.002007036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06008547,"threshold_uncertainty_score":0.4643851,"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."}}