{"id":"W1995390977","doi":"10.1016/j.cub.2007.02.007","title":"Animal Communication: Big Talkers and Small Talk","year":2007,"lang":"en","type":"article","venue":"Current Biology","topic":"Animal Vocal Communication and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Formant; Vocal tract; Perception; Vocal communication; Biology; Identification (biology); Psychology; Communication; Linguistics; Neuroscience; Philosophy","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":[0.0007347349,0.0004801817,0.000649554,0.0007175106,0.0009149484,0.002457517,0.0006130505,0.001779429,0.008324139],"category_scores_gemma":[0.001729148,0.0003370628,0.0002623188,0.0005284741,0.003335518,0.004294951,0.0009978546,0.001440294,0.001458524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004347109,"about_ca_system_score_gemma":0.0002279879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002753374,"about_ca_topic_score_gemma":0.0002980889,"domain_scores_codex":[0.9995558,0.00009431058,0.00001978938,0.000126198,0.0001527893,0.00005118891],"domain_scores_gemma":[0.9985365,0.0007495238,0.0002045248,0.0001065602,0.0001313939,0.0002715137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001702689,0.0002097595,0.01026074,0.001698617,0.0001791393,0.001476759,0.003305449,0.001248205,0.1828389,0.3690997,0.02145038,0.4065296],"study_design_scores_gemma":[0.0002937129,0.001152841,0.07834261,0.0008189796,0.0005096574,0.0104611,0.005330445,0.01475289,0.05387546,0.7247505,0.1093814,0.0003304814],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5140955,0.2183185,0.1094158,0.04054002,0.006353915,0.00008212949,0.0004731972,0.0009667027,0.1097542],"genre_scores_gemma":[0.9556594,0.01469767,0.007143407,0.001987224,0.003208018,0.00004978809,0.000175229,0.00007574948,0.01700357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008324139,"threshold_uncertainty_score":0.02784705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05819066873913163,"score_gpt":0.3383917010597618,"score_spread":0.2802010323206302,"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."}}