{"id":"W3101922324","doi":"10.21769/bioprotoc.3824","title":"Rapid Isolation and Purification of Secreted Bacteriocins from Streptococcus mutans and Other Lactic Acid Bacteria","year":2020,"lang":"en","type":"article","venue":"BIO-PROTOCOL","topic":"Probiotics and Fermented Foods","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Bacteriocin; Bacteria; Streptococcus mutans; Microbiology; Lactic acid; Lactococcus; Biology; Lantibiotics; Antimicrobial; Lactococcus lactis; Antimicrobial peptides; Biochemistry; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005360628,0.0008812551,0.0003207664,0.0007618463,0.0004091858,0.00055629,0.0004559813,0.0005563319,0.003923595],"category_scores_gemma":[0.0006382503,0.0003293539,0.0005145648,0.0005183608,0.0002917982,0.0005291306,0.0009907528,0.0009914897,0.00304959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002926356,"about_ca_system_score_gemma":0.0006840246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005693801,"about_ca_topic_score_gemma":0.0017766,"domain_scores_codex":[0.999266,0.0001435272,0.00008134401,0.0001033875,0.0003045806,0.0001011047],"domain_scores_gemma":[0.9997469,0.00004647153,0.00004395549,0.00004603518,0.00005374764,0.00006289606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004929966,0.00004996454,0.0001752451,0.0001252249,0.000008811059,0.00005716298,0.00002299137,0.0000302371,0.9926455,0.0001968336,0.000394918,0.00624379],"study_design_scores_gemma":[0.00005218483,0.0002511641,0.004965946,0.00004070799,0.0000233712,0.0006151436,0.0000347034,0.0006051251,0.9731056,0.0002506016,0.02003318,0.00002235243],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5778239,0.01225153,0.3776315,0.001584808,0.0008716059,0.003070271,0.009793577,0.002119452,0.01485331],"genre_scores_gemma":[0.5407137,0.006108249,0.3598622,0.0007675842,0.0001611639,0.003110754,0.0400752,0.0002641888,0.04893703],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003923595,"threshold_uncertainty_score":0.01312572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03552039820311803,"score_gpt":0.2479797444630044,"score_spread":0.2124593462598864,"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."}}