{"id":"W4395700084","doi":"10.1093/beheco/arae034","title":"Túngara frog call-timing decisions arise as internal rhythms interact with fluctuating chorus noise","year":2024,"lang":"en","type":"article","venue":"Behavioral Ecology","topic":"Animal Vocal Communication and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Texas at Austin; Smithsonian Tropical Research Institute; Graduate School, University of Texas, Austin; Smithsonian Institution; National Science Foundation","keywords":"Chorus; Biology; Rhythm; Noise (video); Communication; Acoustics; Computer science; Physics; Artificial intelligence; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001857969,0.0001738542,0.0002616447,0.0002303165,0.0002607604,0.0005364323,0.0001933908,0.0002546449,0.001183243],"category_scores_gemma":[0.0006972702,0.0002616025,0.0001761546,0.00009624337,0.0004314057,0.0002322854,0.000492284,0.000422016,0.0001548705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002438322,"about_ca_system_score_gemma":0.0001203331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008156492,"about_ca_topic_score_gemma":0.001556055,"domain_scores_codex":[0.9998218,0.00005386611,0.000008931604,0.00004507693,0.00002812649,0.00004216262],"domain_scores_gemma":[0.9995777,0.0001013856,0.0001473871,0.00003840261,0.00002752967,0.0001075598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004027189,0.00006474393,0.07789736,0.00004624287,0.00004732406,0.0002680006,0.0004959315,0.001094388,0.9129646,0.0003244817,0.00009901973,0.006295299],"study_design_scores_gemma":[0.000009447158,0.0002014515,0.973101,0.000007507354,0.00003192204,0.0002301892,0.000408863,0.008736514,0.01666607,0.0002603614,0.0003190644,0.00002774459],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992235,0.00002535053,0.0004791699,0.000007507064,0.000001150521,0.000002757234,0.00001294944,0.00000741524,0.0002403029],"genre_scores_gemma":[0.9994647,0.00001331891,0.000309353,0.000007625481,0.000001743077,0.000007031108,0.00002186357,0.000005846257,0.000168467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001183243,"threshold_uncertainty_score":0.003958344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04236521839020238,"score_gpt":0.3565299146592457,"score_spread":0.3141646962690433,"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."}}