{"id":"W2968563817","doi":"10.1163/15685381-20191157","title":"Mitigating Batrachochytrium salamandrivorans in Europe","year":2019,"lang":"en","type":"article","venue":"Amphibia-Reptilia","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Environment Research Council; Medical Research Council; Bundesamt für Naturschutz; Morris Animal Foundation; Deutsche Forschungsgemeinschaft; Sight Research UK; Vlaamse regering; Leverhulme Trust; AXA Research Fund; Canadian Institute for Advanced Research; European Commission; Belmont Forum; Fonds Wetenschappelijk Onderzoek; Deutsche Bundesstiftung Umwelt; Agence Nationale de la Recherche","keywords":"Threatened species; Biosecurity; Context (archaeology); Limiting; Population; Amphibian; Biology; Ecology; Habitat; Environmental health; Medicine; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000347875,0.0002411274,0.0002917234,0.00006523989,0.00006761378,0.00002763932,0.0003732651,0.0001639847,0.007650357],"category_scores_gemma":[0.00007983085,0.0002135719,0.00008976899,0.0005801112,0.0002521689,0.000227587,0.0002368805,0.0002720265,0.01157172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001115703,"about_ca_system_score_gemma":0.00002169046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003147635,"about_ca_topic_score_gemma":0.0007075631,"domain_scores_codex":[0.9979625,0.0001164531,0.000408401,0.0006801576,0.0002627222,0.0005697832],"domain_scores_gemma":[0.9991168,0.00007775267,0.0001174826,0.0005299421,0.00001391869,0.0001440758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002837951,0.0000848384,0.8712723,0.00001313521,0.000007316788,0.00003482269,0.000422831,0.00039569,0.1202144,0.0001377054,0.003013054,0.004375481],"study_design_scores_gemma":[0.001369252,0.0002313953,0.9337949,0.0000748594,0.00001231232,0.00004294029,0.000245474,0.001287266,0.005984236,0.0001985239,0.05613479,0.0006240889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9167409,0.00005870457,0.00002118037,0.0003589705,0.0004490364,0.0003234444,0.000003911766,0.00008595078,0.08195788],"genre_scores_gemma":[0.9892733,0.00003407663,0.0006259871,0.0006847593,0.00008897488,0.00001052744,0.00001429128,0.00003475556,0.009233354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1142302,"threshold_uncertainty_score":0.9932568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005416477289519473,"score_gpt":0.2060903191044514,"score_spread":0.200673841814932,"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."}}