{"id":"W2949961623","doi":"10.3390/v11060556","title":"Modelling Ranavirus Transmission in Populations of Common Frogs (Rana temporaria) in the United Kingdom","year":2019,"lang":"en","type":"article","venue":"Viruses","topic":"Viral Infections and Vectors","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Natural Environment Research Council; Sight Research UK; Queen Mary University of London","keywords":"Ranavirus; Amphibian; Context (archaeology); Transmission (telecommunications); Biology; Rana; Disease; Population; Zoology; Ecology; Evolutionary biology; Virology; Demography; Medicine; Pathology; Anatomy","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":[0.0005538442,0.0003814568,0.0004060436,0.000376814,0.0003851485,0.0009024459,0.001006597,0.001079426,0.001671518],"category_scores_gemma":[0.002149667,0.000341796,0.0005750922,0.0004323388,0.0004907919,0.000734448,0.0006294526,0.0005264675,0.0001771372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001771369,"about_ca_system_score_gemma":0.0007136808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1726187,"about_ca_topic_score_gemma":0.1597211,"domain_scores_codex":[0.9997719,0.0001021384,0.00001450143,0.00004483857,0.00001187206,0.00005464042],"domain_scores_gemma":[0.9992092,0.0004317137,0.0001525716,0.00003410064,0.00009172415,0.00008067954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001523983,0.00007754556,0.0651105,0.00007557072,0.00009734336,0.0006501345,0.0003315566,0.9282221,0.001640138,0.001294755,0.0003788399,0.001969079],"study_design_scores_gemma":[0.00005622828,0.0002314812,0.02571244,0.00003103556,0.00006482107,0.000181624,0.0009516497,0.9712079,0.0002359601,0.0006710638,0.0006302468,0.00002560379],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995862,0.0001861789,0.002496285,0.0001003643,0.00001095806,0.00001899056,0.0003230336,0.00001304195,0.0009890957],"genre_scores_gemma":[0.9977191,0.0001109047,0.001081075,0.00001759138,0.000002571552,0.00001811068,0.0002158047,0.00000510174,0.0008296254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1726187,"threshold_uncertainty_score":0.3432279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.187826708555401,"score_gpt":0.3680107725956398,"score_spread":0.1801840640402388,"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."}}