{"id":"W2007037798","doi":"10.1016/j.jfoodeng.2014.01.031","title":"Superhydrophobic and superhydrophilic nanocomposite coatings for preventing Escherichia coli K-12 adhesion on food contact surface","year":2014,"lang":"en","type":"article","venue":"Journal of Food Engineering","topic":"Antimicrobial agents and applications","field":"Chemistry","cited_by":93,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"McMaster University; U.S. Department of Agriculture","keywords":"Superhydrophilicity; Materials science; Contact angle; Nanocomposite; Adhesion; Scanning electron microscope; Chemical engineering; Nanotechnology; Biofilm; Composite material; Bacteria","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001266117,0.0002535134,0.0001846752,0.000182209,0.0001670539,0.000211661,0.0002384071,0.0003569312,0.0007204987],"category_scores_gemma":[0.0001688508,0.0002732979,0.0001930272,0.00006581712,0.0001488074,0.0001893534,0.0002251163,0.0003703008,0.0001661934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001794578,"about_ca_system_score_gemma":0.0001341113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005079234,"about_ca_topic_score_gemma":0.001934947,"domain_scores_codex":[0.9998335,0.00001437238,0.000008063949,0.00002406874,0.0000754595,0.0000445386],"domain_scores_gemma":[0.9998953,0.00001621297,0.00001923462,0.000009059832,0.00003999975,0.00002015121],"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":[0.00003685534,0.0000140943,0.00004654613,0.00002115476,0.000002632467,0.00001187885,0.000006185853,0.00004602478,0.9988453,0.00001708806,0.00002624134,0.0009258919],"study_design_scores_gemma":[0.000004161699,0.0001246043,0.0007521193,0.000001886622,0.000007475523,0.00003286468,0.00001069678,0.0009138298,0.997779,0.000005393488,0.000365114,0.000002817472],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946257,0.0008431305,0.003083492,0.00004536247,0.00004112475,0.00001748117,0.00002802513,0.00005920987,0.001256492],"genre_scores_gemma":[0.9958749,0.0002959032,0.002240631,0.00003729363,0.00001102654,0.00001109503,0.00003535543,0.000009338989,0.001484502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007204987,"threshold_uncertainty_score":0.002410293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009408449612525169,"score_gpt":0.2042237102814726,"score_spread":0.1948152606689474,"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."}}