{"id":"W4308866272","doi":"10.3390/v14112478","title":"Development of Antimicrobial Paper Coatings Containing Bacteriophages and Silver Nanoparticles for Control of Foodborne Pathogens","year":2022,"lang":"en","type":"article","venue":"Viruses","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Cegep de Trois-Rivieres; Kruger (Canada); Université du Québec à Trois-Rivières","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Antimicrobial; Coating; Silver nanoparticle; Listeria monocytogenes; Infectivity; Chemistry; Matrix (chemical analysis); Microbiology; Nanoparticle; Materials science; Bacteria; Nanotechnology; Chromatography; Biology; Virus; Virology","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":[0.00009725011,0.00006172054,0.000147597,0.0000313232,0.00006575675,0.000006192995,0.0000297615,0.00001874575,0.00003198977],"category_scores_gemma":[0.00001800404,0.00005979263,0.00002803223,0.00005014953,0.00002541295,0.00004129955,0.00001969083,0.00003477879,3.066507e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001118048,"about_ca_system_score_gemma":0.000008708436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004767095,"about_ca_topic_score_gemma":0.000005708508,"domain_scores_codex":[0.9995602,0.0000105982,0.0002021242,0.0000727414,0.00005598024,0.00009835642],"domain_scores_gemma":[0.9998194,0.00005814824,0.00003934634,0.00004218617,0.00002009651,0.00002079529],"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":[0.00004989532,0.00001648121,0.0003114614,0.00006387183,0.0000302116,3.817329e-7,0.0002816465,0.00043364,0.9945886,0.00007787553,0.00001980012,0.004126192],"study_design_scores_gemma":[0.0005975652,0.00008917948,0.002844201,0.00001507973,0.00002510365,0.000001628344,0.0001973607,0.001873319,0.9907439,0.00001040814,0.003520499,0.0000817484],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988374,0.0001266146,0.000745874,0.00001144022,0.00005281348,0.00009470366,0.0000893952,0.0000276491,0.00001407913],"genre_scores_gemma":[0.9982169,0.000007605709,0.001652749,0.00007872335,0.00001261919,0.00001460236,0.000001890468,0.00001138591,0.000003493557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004044443,"threshold_uncertainty_score":0.2438273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01499483716595383,"score_gpt":0.2126323590558915,"score_spread":0.1976375218899376,"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."}}