{"id":"W4211147254","doi":"10.3389/fvets.2022.755426","title":"Ranavirus Amplification in Low-Diversity Amphibian Communities","year":2022,"lang":"en","type":"article","venue":"Frontiers in Veterinary Science","topic":"Viral Infections and Vectors","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Keyano College; Laurentian University","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Trillium Foundation; Parks Canada","keywords":"Species richness; Biology; Ecology; Amphibian; Abiotic component; Biodiversity; Ranavirus; Host (biology); Abundance (ecology); Community; Context (archaeology); Population; Ecosystem","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003702761,0.0002177777,0.0002976572,0.0009045886,0.0007469449,0.000889679,0.0003207304,0.0002297228,0.001067932],"category_scores_gemma":[0.001024769,0.0001653949,0.0001922612,0.0003547357,0.0007590884,0.0004895976,0.0007965398,0.0003130253,0.0001482529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00114324,"about_ca_system_score_gemma":0.000897868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04420434,"about_ca_topic_score_gemma":0.1245351,"domain_scores_codex":[0.9995271,0.00007612024,0.00001791181,0.0001674121,0.00007939006,0.0001321514],"domain_scores_gemma":[0.9989253,0.0001014927,0.0004123925,0.00005084756,0.0002812125,0.0002287265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000205089,0.00003815112,0.9062817,0.0001076515,0.00007166986,0.0003227379,0.002099761,0.0002538481,0.08130052,0.0001558735,0.00008704111,0.009076005],"study_design_scores_gemma":[0.000001458686,0.00004686872,0.9976859,0.000009190344,0.00001171053,0.000137602,0.0008190526,0.0002340713,0.0007577163,0.00005171938,0.000239528,0.000005047505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991968,0.0001709932,0.0001585052,0.00001030064,7.383686e-7,0.000005958961,0.00005256741,0.000006654488,0.0003974664],"genre_scores_gemma":[0.999435,0.00008235384,0.0002299618,0.000009723594,0.000001490237,0.000004932154,0.00008263463,0.000001648778,0.0001521614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04420434,"threshold_uncertainty_score":0.08789414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04894801760652629,"score_gpt":0.2958902893392469,"score_spread":0.2469422717327207,"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."}}