{"id":"W3113731850","doi":"","title":"Membrane damage-responsive biosensors for the discovery of antimicrobials from Lenzites betulina and Haploporus odorus","year":2017,"lang":"en","type":"article","venue":"URSCA Proceedings","topic":"bioluminescence and chemiluminescence research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University; University of Calgary","funders":"","keywords":"Antimicrobial; Pseudomonas aeruginosa; Antibiotics; Bacterial outer membrane; Microbiology; Biology; Antimicrobial peptides; Biosensor; Chemistry; Escherichia coli; Bacteria; Biochemistry; Gene; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002704671,0.000183515,0.0002292691,0.0000335081,0.0003795325,0.0001980609,0.0005612057,0.0001725977,0.000004800198],"category_scores_gemma":[0.000785724,0.0001278859,0.0001041531,0.00004328064,0.000666806,0.0000421184,0.0002846378,0.00009012292,0.000001508721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000669234,"about_ca_system_score_gemma":0.00005865159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001631137,"about_ca_topic_score_gemma":0.00001933283,"domain_scores_codex":[0.9989436,0.000006425573,0.0002055527,0.0004034959,0.0001384494,0.0003024361],"domain_scores_gemma":[0.9990105,0.00007432914,0.0002250602,0.0003422378,0.0002877619,0.00006007984],"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":[0.0003318007,0.00003315655,0.01239615,0.00007849947,0.00007920199,7.370147e-7,0.0001219991,8.601532e-8,0.9832357,0.00009069634,0.002744103,0.0008878292],"study_design_scores_gemma":[0.000547358,0.0001522006,0.0122695,0.00007175694,0.00005639715,0.00000539714,0.0005033183,0.00003363264,0.9823553,0.00009005352,0.003743844,0.0001712477],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965887,0.0007072215,0.00004543343,0.001853265,0.00007725215,0.0003747643,0.0001741215,0.000007138654,0.0001720711],"genre_scores_gemma":[0.9969224,0.001296149,0.0003608355,0.0001002671,0.000317717,0.00002985207,0.0000502767,0.00002401659,0.0008984899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001752998,"threshold_uncertainty_score":0.5215037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02007451804619417,"score_gpt":0.287261016068017,"score_spread":0.2671864980218228,"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."}}