{"id":"W2013194209","doi":"10.1016/j.biomaterials.2014.01.080","title":"Responses of Staphylococcus aureus bacterial cells to nanocrystalline nickel nanostructures","year":2014,"lang":"en","type":"article","venue":"Biomaterials","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"University of Toronto; National Science Foundation","keywords":"Staphylococcus aureus; Nanocrystalline material; Materials science; Nanostructure; Adhesion; Bacteria; Nickel; Microbiology; Nanotechnology; Biology; Metallurgy; 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":[0.0003328051,0.0002420348,0.0003537416,0.00008084127,0.00005473103,0.00006143949,0.000232052,0.0002322005,0.00007654857],"category_scores_gemma":[0.0001916466,0.0002095482,0.00009116028,0.00009085609,0.00008890345,0.00000456579,0.0001820322,0.00000876406,0.00001477029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007965628,"about_ca_system_score_gemma":0.00006137557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006545062,"about_ca_topic_score_gemma":0.00002116078,"domain_scores_codex":[0.9984661,0.0002125683,0.0004639033,0.0003985456,0.0001300661,0.0003287601],"domain_scores_gemma":[0.9990305,0.00002048156,0.0001925421,0.0004981686,0.0001260675,0.0001321877],"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":[0.001162949,0.00002902064,0.00002835217,0.00003209543,0.00003458294,0.000001249223,0.00002579615,0.000002251493,0.9953943,0.00003676899,0.002666322,0.0005862913],"study_design_scores_gemma":[0.000426351,0.0005332647,0.001438261,0.00002260156,0.00001432647,0.000003365069,0.00000941948,5.724522e-7,0.8698041,0.00001104762,0.1275053,0.0002314072],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972181,0.00003967088,0.00006234216,0.000095854,0.001882778,0.0002602814,0.0003399884,0.0000379176,0.00006307415],"genre_scores_gemma":[0.9952849,0.0000169548,0.003000253,0.0002099098,0.001050818,0.000006687054,0.000166384,0.00005140391,0.0002126664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1255902,"threshold_uncertainty_score":0.8545129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00837069865257849,"score_gpt":0.2366632507275094,"score_spread":0.2282925520749309,"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."}}