{"id":"W2978080790","doi":"10.29173/aar75","title":"Learning the Science Behind Bacteriocins Through Lacticin 3147; a Promising Lantibiotic","year":2019,"lang":"en","type":"article","venue":"Alberta Academic Review","topic":"Probiotics and Fermented Foods","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Lantibiotics; Bacteriocin; Nisin; Antimicrobial; Bacteria; Biology; Antimicrobial peptides; Chromatography; Lactococcus lactis; Food science; Microbiology; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006842705,0.0003723822,0.0003366351,0.0003102397,0.0002452324,0.001310387,0.0005079383,0.0009582516,0.001765606],"category_scores_gemma":[0.0008689774,0.0001605109,0.0002200679,0.0002236811,0.001059477,0.003083922,0.0005999972,0.002421997,0.0009622927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004496902,"about_ca_system_score_gemma":0.0005765441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002287761,"about_ca_topic_score_gemma":0.0002922099,"domain_scores_codex":[0.9997961,0.00004263571,0.00001018798,0.00004341965,0.00007498494,0.00003271713],"domain_scores_gemma":[0.99962,0.0001005973,0.00007402638,0.00001681869,0.00008515373,0.0001033669],"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":[0.0007635553,0.0005588424,0.00440381,0.002088682,0.00006228978,0.000899297,0.0005550588,0.001616101,0.6052737,0.02347171,0.01323619,0.3470708],"study_design_scores_gemma":[0.0001545648,0.003045088,0.00775485,0.001012841,0.0001294904,0.002803999,0.001441347,0.01088891,0.5182182,0.07592668,0.3784737,0.0001502759],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3982123,0.3643125,0.1084432,0.0902415,0.004745646,0.0002051029,0.0005491203,0.0009332094,0.03235748],"genre_scores_gemma":[0.6224225,0.2941525,0.04535217,0.01781943,0.002526679,0.0001283317,0.0003744641,0.0001599785,0.01706399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001765606,"threshold_uncertainty_score":0.005906522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02166482983389428,"score_gpt":0.2695693002944785,"score_spread":0.2479044704605842,"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."}}