{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001177051,0.0001663518,0.000152643,0.0000716377,0.0001317966,0.0002503397,0.0001189164,0.0002678483,0.0008749528],"category_scores_gemma":[0.000235256,0.0001131999,0.00009892626,0.00008172527,0.0001661053,0.0001183336,0.0001282472,0.0001869094,0.0001823723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003115129,"about_ca_system_score_gemma":0.0001298127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001047205,"about_ca_topic_score_gemma":0.001559588,"domain_scores_codex":[0.9998554,0.00001918856,0.000008188532,0.00002692506,0.0000543419,0.0000359348],"domain_scores_gemma":[0.9998984,0.00003868046,0.00001607228,0.00001089508,0.00002514224,0.00001076526],"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":[0.00006277484,0.000005915515,0.0001056489,0.00001709463,0.00000136515,0.00001881866,0.00002136401,0.00003851597,0.9993018,0.00002520209,0.00001638734,0.0003851587],"study_design_scores_gemma":[0.000003965472,0.00009669385,0.001528118,0.000002578768,0.000002839168,0.00003173895,0.0000655323,0.0006752749,0.997215,0.00002346593,0.0003523241,0.000002352652],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976767,0.0004296168,0.0005876669,0.00004853989,0.00001736366,0.000008604475,0.00005227089,0.00001298423,0.001166265],"genre_scores_gemma":[0.9978345,0.0001544751,0.000479893,0.00003447029,0.000005565669,0.000009224406,0.00004949503,0.000003791404,0.001428591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001047205,"threshold_uncertainty_score":0.002927065,"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."}}