{"id":"W2339169515","doi":"10.1039/c6sc01150k","title":"Copper-based water repellent and antibacterial coatings by aerosol assisted chemical vapour deposition","year":2016,"lang":"en","type":"article","venue":"Chemical Science","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health","funders":"","keywords":"Adhesion; Antibacterial activity; Chemical vapor deposition; Bacteria; Copper; Materials science; Contact angle; Chemical engineering; Escherichia coli; Nanotechnology; Polymer; Bacterial cell structure; Chemistry; Composite material; Metallurgy; Biology; Biochemistry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002031802,0.0001059372,0.0001457792,0.00003420854,0.00009749961,0.00003427226,0.00009052021,0.0001261523,0.000105628],"category_scores_gemma":[0.0001457053,0.00005588632,0.0000378554,0.0001098508,0.0006573936,0.0001132711,0.0000589539,0.0001054,0.00004995186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001413801,"about_ca_system_score_gemma":0.00007330399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003448899,"about_ca_topic_score_gemma":5.719363e-8,"domain_scores_codex":[0.9987941,0.00001356227,0.0001979705,0.0003593096,0.000350887,0.0002841349],"domain_scores_gemma":[0.999401,0.00003848149,0.00004224818,0.000155927,0.0001152522,0.0002471096],"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":[0.00009370527,0.00006753064,0.0005150032,0.00001428529,0.00000158832,0.000005594604,0.000018602,1.405796e-8,0.996238,0.000003864631,0.001399855,0.001641935],"study_design_scores_gemma":[0.001296944,0.00004608287,0.00008637838,0.00008838924,0.00001307457,0.00003826651,0.000007367018,0.0001163602,0.9977881,0.000001140973,0.0004094752,0.0001084478],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996429,0.00001292949,0.0001822136,0.002345303,0.0001032293,0.0001278918,0.000005321998,0.00005114872,0.0007430093],"genre_scores_gemma":[0.9982485,0.000002708172,0.000417054,0.001043874,0.0001069054,0.000005139494,0.0000139607,0.000007412268,0.0001544507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001819543,"threshold_uncertainty_score":0.2422194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0124369261263608,"score_gpt":0.2498440900705657,"score_spread":0.2374071639442049,"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."}}