{"id":"W2951175767","doi":"10.1088/2057-1976/aa91f8","title":"Nanoscale imaging approaches to quantifying the electrical properties of pathogenic bacteria","year":2017,"lang":"en","type":"article","venue":"Biomedical Physics & Engineering Express","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Research, Innovation and Science; University of Guelph","keywords":"Biofilm; Atomic force microscopy; Nanotechnology; Nanoscopic scale; Electrical resistance and conductance; Electrical conductor; Materials science; Kelvin probe force microscope; Conductive atomic force microscopy; Electrical current; Electrically conductive; Conductance; Electrical resistivity and conductivity; Population; Bacteria; Microscopy; Biophysics; Biology; Optoelectronics; Composite material; Medicine; Physics; Optics","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":[0.0002622166,0.0003418449,0.0002262231,0.0006255938,0.0002013567,0.0003701621,0.0004354676,0.0006580703,0.001285621],"category_scores_gemma":[0.0004407529,0.000221526,0.0001850538,0.0003022204,0.000228722,0.0004844569,0.0003071156,0.0006169154,0.0002979553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003083299,"about_ca_system_score_gemma":0.0001356974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004831584,"about_ca_topic_score_gemma":0.0009238595,"domain_scores_codex":[0.9997491,0.00002888711,0.0000148219,0.00006910452,0.0001133512,0.00002479215],"domain_scores_gemma":[0.9997277,0.0001009836,0.0000568823,0.0000256645,0.00007107664,0.00001777216],"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":[0.000008181911,0.00001017383,0.0001796978,0.00003322984,0.000002376256,0.00001721219,0.00001123743,0.0001103421,0.9959694,0.0001277145,0.00005024562,0.003480195],"study_design_scores_gemma":[0.000006263029,0.0001848492,0.006377175,0.0000205611,0.00001491335,0.0002573231,0.00007262253,0.01479038,0.9752916,0.0003626157,0.002603342,0.00001834015],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.759962,0.005398834,0.2237851,0.0005596822,0.0002188787,0.000160069,0.000867298,0.001181657,0.007866517],"genre_scores_gemma":[0.8099589,0.001623887,0.1848182,0.0002962415,0.00006894107,0.0002005908,0.0002957097,0.0000579538,0.002679562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001285621,"threshold_uncertainty_score":0.004300773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04919574832769495,"score_gpt":0.2308757754300085,"score_spread":0.1816800271023136,"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."}}