{"id":"W2137629231","doi":"10.1039/c3sm52801d","title":"Nanomechanical response of bacterial cells to cationic antimicrobial peptides","year":2014,"lang":"en","type":"article","venue":"Soft Matter","topic":"Antimicrobial Peptides and Activities","field":"Immunology and Microbiology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Antimicrobial; Cell envelope; Antimicrobial peptides; Bacterial cell structure; Biophysics; Chemistry; Membrane; Pseudomonas aeruginosa; Bacteria; Microbiology; Biochemistry; Escherichia coli; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003073672,0.0001535602,0.0002863157,0.0000965083,0.00007937992,0.00002166279,0.0002044667,0.0001596979,0.001335897],"category_scores_gemma":[0.00005356911,0.0001417678,0.0001069123,0.0000721895,0.0001417428,0.00007978841,0.0001201169,0.0001208769,0.003221408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001970202,"about_ca_system_score_gemma":0.00003841407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005511324,"about_ca_topic_score_gemma":0.000009960061,"domain_scores_codex":[0.9989299,0.0002263098,0.0002850535,0.0002509523,0.0000244668,0.0002833172],"domain_scores_gemma":[0.9993532,0.0001952718,0.0001006059,0.0002741082,0.00005243875,0.00002434779],"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":[0.000783977,0.00005954595,0.0002214555,0.00002042228,0.0000291378,3.789434e-7,0.0002083484,0.000004650251,0.9254692,0.0001298435,0.07282136,0.0002517278],"study_design_scores_gemma":[0.0004993356,0.0001586538,0.002302965,0.00004264597,0.00001806076,0.00001713435,0.00003375388,8.291387e-7,0.9607396,0.00006001077,0.03595093,0.0001761374],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962749,0.000008875204,0.001235316,0.001014343,0.0009476265,0.0001521773,0.00005234967,0.00006063692,0.0002538112],"genre_scores_gemma":[0.9933973,0.00000141787,0.0004597665,0.001701108,0.00008624498,0.000006154885,0.0000311134,0.00003211694,0.004284798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03687042,"threshold_uncertainty_score":0.999577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006450161853621864,"score_gpt":0.2094395172212919,"score_spread":0.20298935536767,"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."}}