{"id":"W2195615308","doi":"10.1039/c5en00229j","title":"Complex organic corona formation on carbon nanotubes reduces microbial toxicity by suppressing reactive oxygen species production","year":2015,"lang":"en","type":"article","venue":"Environmental Science Nano","topic":"Graphene and Nanomaterials Applications","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Brockhouse Institute for Materials Research; Canadian Light Source (Canada); University of Saskatchewan; Saskatoon Medical Imaging; Environment and Climate Change Canada","funders":"National Research Council Canada; Environment Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Carbon nanotube; Reactive oxygen species; Corona (planetary geology); Oxygen; Carbon fibers; Toxicity; Chemical engineering; Chemistry; Environmental chemistry; Materials science; Nanotechnology; Organic chemistry; Biology; Astrobiology; Biochemistry; Composite material","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":[],"consensus_categories":[],"category_scores_codex":[0.0001944174,0.0001351176,0.0001061955,0.00007465598,0.0002295385,0.00007005494,0.0001952936,0.00004125142,0.000039971],"category_scores_gemma":[0.00001248576,0.0001296759,0.0000198175,0.0002236011,0.0002866845,0.0004972561,0.00005016238,0.00005127106,0.00004955054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000477929,"about_ca_system_score_gemma":0.00001637296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008492284,"about_ca_topic_score_gemma":0.000004463725,"domain_scores_codex":[0.9990029,0.00001913189,0.000171635,0.0002557549,0.0003067034,0.0002438165],"domain_scores_gemma":[0.9996598,0.000007353683,0.00004931001,0.0001844566,0.000007641124,0.00009143511],"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":[0.000007857373,0.00004825995,0.0000708233,0.000002441752,0.000002710663,1.54925e-7,0.0005133873,0.0001679954,0.9974202,0.000008493167,0.001315478,0.0004421879],"study_design_scores_gemma":[0.0001268935,0.00005468214,0.004717676,0.000008446095,0.000005895314,0.000007882164,0.0003743014,0.0003237504,0.991239,0.00003661537,0.002950956,0.0001539177],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975792,0.0000453633,0.00003999012,0.00009105839,0.0003648023,0.0002436019,0.00003904969,0.00009527221,0.001501622],"genre_scores_gemma":[0.9994009,0.00003089894,0.0002589729,0.00001971647,0.00008918979,0.00001947594,0.0000856068,0.00001408511,0.00008121454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006181227,"threshold_uncertainty_score":0.5288028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01721430796595713,"score_gpt":0.2023716071247509,"score_spread":0.1851572991587938,"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."}}