{"id":"W2014225118","doi":"10.1038/nature04246","title":"Widespread amphibian extinctions from epidemic disease driven by global warming","year":2006,"lang":"en","type":"article","venue":"Nature","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":1956,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Amphibian; Chytridiomycosis; Outbreak; Climate change; Global warming; Biodiversity; Ecology; Extinction (optical mineralogy); Biology; Bufo; Extinction event; Ecosystem; Geography; Toad; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004985732,0.0001730124,0.0002664039,0.0006028716,0.0002690566,0.0006142351,0.000302001,0.0003297001,0.003299922],"category_scores_gemma":[0.001303879,0.0001695263,0.0002329605,0.0003187292,0.0006994128,0.0005177959,0.0006765827,0.0006577402,0.0002340729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002905307,"about_ca_system_score_gemma":0.0001423505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009757353,"about_ca_topic_score_gemma":0.002231937,"domain_scores_codex":[0.9997638,0.00005612467,0.00001601271,0.00006709246,0.00003932201,0.00005775658],"domain_scores_gemma":[0.9991221,0.0001726423,0.000371381,0.0001266504,0.0001120578,0.00009524055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00116403,0.0001820936,0.8734981,0.0001492568,0.0003359428,0.0008522163,0.0004419998,0.003400389,0.07892289,0.001630981,0.000826146,0.03859593],"study_design_scores_gemma":[0.00001324914,0.00008078796,0.9955778,0.00001009212,0.00004390749,0.0007502858,0.0002494675,0.0009377513,0.00106596,0.0008221368,0.0004430944,0.000005614019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977787,0.0002926452,0.0003560783,0.00007286904,0.000004599622,0.000003183544,0.00005385959,0.00001365521,0.001424315],"genre_scores_gemma":[0.999643,0.0001011249,0.00006109219,0.0000306371,0.000006445011,0.000001071145,0.00004231857,0.000002175107,0.000112129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003299922,"threshold_uncertainty_score":0.01103932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00812675355177935,"score_gpt":0.2439467829467242,"score_spread":0.2358200293949449,"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."}}