{"id":"W2000542068","doi":"10.1016/j.bpj.2008.12.696","title":"Learning From A Bacillus How To Kill Fungi","year":2009,"lang":"en","type":"article","venue":"Biophysical Journal","topic":"Antimicrobial Peptides and Activities","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Peptide; Bacillus subtilis; Membrane; Lysis; Lipopeptide; Chemistry; Surfactin; Antimicrobial peptides; Pulmonary surfactant; Cyclic peptide; Dynamic light scattering; Biochemistry; Combinatorial chemistry; Biophysics; Biology; Bacteria; Nanotechnology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006435666,0.0003821984,0.0003752032,0.0001112526,0.0004495367,0.0009314482,0.0003265205,0.001343895,0.0033054],"category_scores_gemma":[0.001384067,0.0001528215,0.000301409,0.00009821303,0.0008369077,0.00142683,0.0007313887,0.003277511,0.001180902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003236941,"about_ca_system_score_gemma":0.0006150362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003904868,"about_ca_topic_score_gemma":0.0005312478,"domain_scores_codex":[0.9997669,0.00006334972,0.00001187189,0.00003710418,0.00007975625,0.00004101418],"domain_scores_gemma":[0.9994568,0.0001492527,0.00005802522,0.00005781676,0.0001230122,0.0001551449],"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":[0.0006880002,0.0002710954,0.003405814,0.0006405947,0.00005312239,0.0008787999,0.0008256694,0.001514313,0.7955308,0.01573436,0.01204437,0.1684131],"study_design_scores_gemma":[0.0002647632,0.003387201,0.009296424,0.0006590587,0.0002107959,0.005408008,0.002715297,0.008138726,0.6316862,0.1080133,0.2300828,0.0001373423],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7155154,0.0454381,0.04778682,0.1103203,0.00562671,0.0001076487,0.0002997866,0.0007983394,0.07410693],"genre_scores_gemma":[0.9198498,0.01569716,0.02376165,0.01176677,0.000771848,0.00003953312,0.0001778301,0.0001149802,0.02782033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0033054,"threshold_uncertainty_score":0.01105767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01157497494408206,"score_gpt":0.2174376976695072,"score_spread":0.2058627227254252,"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."}}