{"id":"W4408310262","doi":"10.1002/ecm.70001","title":"Pan‐amphibia distribution of the fungal parasite <i>Batrachochytrium dendrobatidis</i> varies with species and temperature","year":2025,"lang":"en","type":"article","venue":"Ecological Monographs","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Environment","funders":"U.S. Geological Survey","keywords":"Biology; Chytridiomycosis; Ecology; Parasite hosting; Zoology; Amphibian","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":[0.0001724313,0.0001306023,0.00008884983,0.0004850541,0.0002065847,0.0003757986,0.0001062028,0.00009633428,0.001205154],"category_scores_gemma":[0.000257764,0.0001109816,0.0001946735,0.0002944087,0.0001613429,0.0002317032,0.0002198224,0.0001624148,0.0001920727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002522182,"about_ca_system_score_gemma":0.0001288639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01150802,"about_ca_topic_score_gemma":0.02895959,"domain_scores_codex":[0.9998857,0.00001992647,0.000008336651,0.00004544334,0.00002098614,0.00001962179],"domain_scores_gemma":[0.9995251,0.0000373824,0.0002977554,0.0000216623,0.00006312882,0.00005501643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003663907,0.00001080444,0.9892541,0.00001322436,0.0000347077,0.00001877132,0.00007234327,0.0002533053,0.007981489,0.00002925183,0.0001335347,0.002161893],"study_design_scores_gemma":[5.045266e-7,0.00001395838,0.9990734,0.000002507818,0.000006195024,0.00005299605,0.00005486187,0.000386267,0.0002805328,0.00001012237,0.0001173575,0.000001232486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99856,0.00009393653,0.0002619306,0.00001713686,0.000001554109,0.000003159914,0.0005356655,0.00001320756,0.0005134429],"genre_scores_gemma":[0.9993998,0.0000413169,0.0001570241,0.000006083344,0.000001736417,0.000002332786,0.0002888705,0.000002007528,0.00010082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01150802,"threshold_uncertainty_score":0.02288204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004703405375436724,"score_gpt":0.2092193878611264,"score_spread":0.2045159824856897,"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."}}