{"id":"W3197586864","doi":"10.1655/herpetologica-d-20-00057.1","title":"Diurnal Calling in a Nocturnal Frog: Exceptional Calling Activity of Túngara Frogs (Engystomops pustulosus) on the Panamanian Island of Taboga","year":2021,"lang":"en","type":"article","venue":"Herpetologica","topic":"Animal Vocal Communication and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Predation; Biology; Panama; Nocturnal; Ecology; Tree frog; Zoology","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":[0.0002567353,0.0001217214,0.0002103533,0.00002817977,0.00008004252,0.00001024922,0.0002517505,0.0001554792,0.0003000156],"category_scores_gemma":[0.0001736717,0.00008562361,0.0001227157,0.0001131893,0.0001381243,0.000003668027,0.0001317626,0.0002933351,0.000003793334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001608047,"about_ca_system_score_gemma":0.00008384402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004919618,"about_ca_topic_score_gemma":0.000381309,"domain_scores_codex":[0.9989373,0.0002441917,0.0002701669,0.0002141038,0.0001702378,0.0001639782],"domain_scores_gemma":[0.9992585,0.00009020483,0.0001599094,0.0003210873,0.0001264904,0.00004387396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003254479,0.0004967008,0.03693342,0.00001661079,0.00003718251,0.00002121866,0.0001364193,0.000178605,0.9593275,0.0007501565,0.00009679491,0.001679923],"study_design_scores_gemma":[0.001255135,0.0006732806,0.4716004,0.0001286876,0.00004444772,0.00006361062,0.0007797201,0.000636593,0.5187768,0.0003145501,0.005379932,0.000346841],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973434,0.0003222566,0.0005524664,0.0004907879,0.00003488258,0.00008705399,0.00002948371,0.000004209687,0.001135447],"genre_scores_gemma":[0.9989162,0.0002148661,0.0004900384,0.0001791626,0.00005293276,0.00001127173,0.00002716432,0.000008082356,0.0001002533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4405507,"threshold_uncertainty_score":0.3491629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04020523112246345,"score_gpt":0.2865065177959635,"score_spread":0.2463012866735,"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."}}