{"id":"W2153560590","doi":"10.1098/rsbl.2011.0951","title":"Ranavirus: past, present and future","year":2011,"lang":"en","type":"article","venue":"Biology Letters","topic":"Virology and Viral Diseases","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"Keyano College; Laurentian University","funders":"","keywords":"Ranavirus; Biology; Biodiversity; Globe; Ecology; Outbreak; Amphibian; Host (biology); Zoology; Environmental ethics; Virology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00004636868,0.00007310606,0.0001211684,0.0000338421,0.000036272,0.000001064737,0.00003556747,0.00009278342,0.0002290507],"category_scores_gemma":[0.000003780117,0.00005206413,0.00003534833,0.00002531912,0.0002055118,0.00002022624,0.00002201928,0.0000865099,0.0000471424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003812421,"about_ca_system_score_gemma":0.000005723777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001793408,"about_ca_topic_score_gemma":6.551076e-7,"domain_scores_codex":[0.9995605,0.00005369428,0.00007211685,0.0001512247,0.0000198608,0.0001425596],"domain_scores_gemma":[0.9997697,0.00001383164,0.00001948061,0.0001182836,0.000006537136,0.00007210399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000942568,0.0001322587,0.8488066,0.00003375447,0.000193432,0.0001615616,0.0004003528,2.449598e-8,0.05432979,0.001090903,0.07287908,0.0210297],"study_design_scores_gemma":[0.0008179641,0.00020512,0.8651414,0.000004793583,0.00008201149,0.00004215553,0.00003801765,0.00000217899,0.0005721827,0.0001583867,0.1328609,0.00007489582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666826,0.001005735,0.00005195576,0.03037548,0.0002019224,0.00011891,0.000006640691,0.00004220993,0.001514542],"genre_scores_gemma":[0.9756342,0.00008558743,0.0002584965,0.02239314,0.00152835,0.00001209621,0.00001824271,0.00000631042,0.00006362497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05998183,"threshold_uncertainty_score":0.2507945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02794240386134229,"score_gpt":0.2667061946602879,"score_spread":0.2387637907989456,"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."}}