{"id":"W4414437529","doi":"10.1016/j.wateco.2025.100018","title":"Enteric Viruses and Free-Living Amoebae: Protozoa as Potential Reservoirs and Transport Vessels for Human Norovirus and Adenovirus","year":2025,"lang":"en","type":"article","venue":"Water & Ecology","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Alberta Innovates; Ruhr-Universität Bochum; Ministry of Education - Singapore; Research School, Ruhr University Bochum; National Research Foundation Singapore; Canada Foundation for Innovation","keywords":"Norovirus; Acanthamoeba; Murine norovirus; Protozoa; Infectivity; Norwalk virus; Virus; Giardia; Capsid","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":[0.0003613984,0.0002811948,0.0001966175,0.0002897539,0.0003180338,0.0008805341,0.0002457584,0.0006137661,0.0008042261],"category_scores_gemma":[0.000349679,0.000150411,0.0002074578,0.0001870206,0.0004745651,0.0008369859,0.0006009134,0.000292174,0.0002286627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000462028,"about_ca_system_score_gemma":0.0004535239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001750241,"about_ca_topic_score_gemma":0.002186819,"domain_scores_codex":[0.9997125,0.00008230306,0.00001485608,0.00006431291,0.00007064173,0.00005530263],"domain_scores_gemma":[0.9997925,0.00005579934,0.00004435765,0.00001991424,0.00004650805,0.0000410123],"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":[0.0002872802,0.00004738376,0.02257952,0.0007557857,0.000028799,0.0002718011,0.0004530297,0.0001566782,0.950722,0.002005918,0.0001342154,0.02255752],"study_design_scores_gemma":[0.00005992496,0.002693241,0.3104029,0.0003921467,0.0001770776,0.003457085,0.003770017,0.004845754,0.5979333,0.005740372,0.07045772,0.00007049172],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638935,0.02340873,0.008087984,0.0003574043,0.00006437524,0.00003964655,0.0002246522,0.00007088864,0.003852811],"genre_scores_gemma":[0.9876769,0.005061592,0.00447924,0.00007141763,0.00002696735,0.0000201514,0.0002258595,0.000008607372,0.002429295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001750241,"threshold_uncertainty_score":0.003480077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01211804774216552,"score_gpt":0.283457567020154,"score_spread":0.2713395192779885,"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."}}