{"id":"W4368361884","doi":"10.1007/s10393-023-01631-0","title":"Water Pollution Increases the Risk of Chytridiomycosis in Mexican Amphibians","year":2023,"lang":"en","type":"article","venue":"EcoHealth","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Chytridiomycosis; Animal ecology; Water quality; Biology; Ecology; Amphibian; Freshwater ecosystem; Ecosystem","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":[0.0001657114,0.0001503893,0.0001083373,0.0004790018,0.0002472866,0.0003058801,0.0001138382,0.0002956004,0.00214817],"category_scores_gemma":[0.0004970595,0.0001614808,0.000213103,0.0002767452,0.0002333736,0.0001955962,0.0001901876,0.0002357446,0.00009948591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001941226,"about_ca_system_score_gemma":0.0001393808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007385466,"about_ca_topic_score_gemma":0.00847153,"domain_scores_codex":[0.9998311,0.00004607939,0.000009396873,0.00003223868,0.00002971238,0.00005147386],"domain_scores_gemma":[0.9995676,0.00004545497,0.0002717743,0.00001962323,0.0000350298,0.00006054951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001875712,0.00004858377,0.9927353,0.000008581314,0.00003074309,0.0001045921,0.00005833006,0.0001222383,0.004243119,0.00002027683,0.00007716961,0.002363518],"study_design_scores_gemma":[0.000002357155,0.00006177661,0.999233,0.000002245298,0.00001219692,0.00008786417,0.0001385563,0.0001373179,0.0002350181,0.00001700768,0.00007161908,0.00000109393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996883,0.00005409947,0.00002905867,0.00002468704,6.119643e-7,0.000001507493,0.00002913689,0.00000176655,0.0001709272],"genre_scores_gemma":[0.9998224,0.00004178346,0.00001900336,0.000004984272,0.000001167918,9.455462e-7,0.00002745209,4.306415e-7,0.00008172959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007385466,"threshold_uncertainty_score":0.01468498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01061264705866654,"score_gpt":0.2336630698729459,"score_spread":0.2230504228142794,"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."}}