{"id":"W4293335413","doi":"10.1007/s12560-022-09534-z","title":"Interactions Between Infectious Foodborne Viruses and Bacterial Biofilms Formed on Different Food Contact Surfaces","year":2022,"lang":"en","type":"article","venue":"Food and Environmental Virology","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Health Canada; Agriculture and Agri-Food Canada; Canadian Food Inspection Agency","keywords":"Biofilm; Norovirus; Rotavirus; Microbiology; Pseudomonas fluorescens; Food spoilage; Biology; Hepatitis a virus; Bacteria; Murine norovirus; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004456075,0.0002772255,0.0003886483,0.0004345033,0.0003670998,0.0006454773,0.0001639889,0.0004858241,0.0009508617],"category_scores_gemma":[0.0006404406,0.0002410523,0.0003357602,0.000276933,0.0002295803,0.0003528974,0.0004771943,0.0003367212,0.000145193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001812049,"about_ca_system_score_gemma":0.0001892765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001400849,"about_ca_topic_score_gemma":0.001380633,"domain_scores_codex":[0.9993105,0.000237213,0.00003948142,0.00008272984,0.0001942093,0.000136015],"domain_scores_gemma":[0.9995806,0.0001113075,0.0000929794,0.00001887497,0.0001126251,0.00008366962],"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":[0.0003112389,0.00010643,0.03747116,0.0001693319,0.00008204788,0.000177242,0.0003154171,0.0001081796,0.9579271,0.000106836,0.00005442831,0.003170617],"study_design_scores_gemma":[0.00002393257,0.002327497,0.5959827,0.00009414902,0.0002076065,0.001072602,0.002282145,0.002428025,0.39308,0.0002855301,0.002165355,0.00005041093],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981476,0.0008390888,0.0004813916,0.0000170689,0.00001076181,0.0000115064,0.00005318353,0.000002937187,0.0004364802],"genre_scores_gemma":[0.9978302,0.0003701476,0.001212279,0.00001768893,0.000007860128,0.00001192358,0.0001113491,0.000001865899,0.0004366126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001400849,"threshold_uncertainty_score":0.003180981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02891287668583144,"score_gpt":0.2704490814004026,"score_spread":0.2415362047145712,"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."}}