{"id":"W2076018011","doi":"10.1525/auk.2008.06222","title":"ON THE ROLE OF WING SOUNDS IN HUMMINGBIRD COMMUNICATION","year":2008,"lang":"en","type":"article","venue":"The Auk","topic":"Animal Vocal Communication and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Hummingbird; Wing; Communication; Biology; Psychology; Ecology; Engineering","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":[0.000275037,0.0002241743,0.0001602219,0.0002665175,0.0002141806,0.0003558589,0.0002711065,0.0003531129,0.001012139],"category_scores_gemma":[0.0006238061,0.00007938436,0.0001568511,0.0001271347,0.0003626145,0.0002755808,0.0002820661,0.0001992817,0.0001994243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001991972,"about_ca_system_score_gemma":0.0001649558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001082777,"about_ca_topic_score_gemma":0.001398252,"domain_scores_codex":[0.9998912,0.00003499079,0.000006450768,0.00002520989,0.00002285736,0.00001934503],"domain_scores_gemma":[0.9993269,0.0004402644,0.00008035278,0.00003721356,0.00006176739,0.00005344472],"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":[0.001062103,0.000175537,0.07553408,0.000479319,0.00007889798,0.0006093325,0.0008452535,0.00104749,0.843707,0.0004962068,0.0001048905,0.07585999],"study_design_scores_gemma":[0.00002565245,0.003037741,0.8093969,0.00009511518,0.0001384435,0.0006411593,0.001746926,0.005993516,0.1752694,0.0006391632,0.002968902,0.00004708866],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973896,0.0005446401,0.001007871,0.00002693546,0.000006083522,0.000009858799,0.00002202786,0.00000919974,0.0009837569],"genre_scores_gemma":[0.9976633,0.0004583192,0.001250351,0.00005830004,0.00001060127,0.000008613694,0.00004067244,0.000003708659,0.000506289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001082777,"threshold_uncertainty_score":0.003385961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03014871882089338,"score_gpt":0.2688775060316991,"score_spread":0.2387287872108058,"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."}}