{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000259612,0.0001105492,0.00009973546,0.00003510989,0.0001065213,0.00001085508,0.0002700592,0.0001339158,0.00002051856],"category_scores_gemma":[0.00004454731,0.0001009553,0.00004532114,0.00006058398,0.0002815757,0.000001555927,0.0003104607,0.0001398306,0.00001197323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007642495,"about_ca_system_score_gemma":0.0000217259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001481875,"about_ca_topic_score_gemma":0.0001193028,"domain_scores_codex":[0.9993141,0.00007184951,0.0001788896,0.0002117835,0.0000283896,0.000194957],"domain_scores_gemma":[0.9993612,0.00002217864,0.00006545618,0.0004046077,0.00005877634,0.00008777978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001742613,0.0001650852,0.04922006,0.00001213274,0.00002078281,9.043682e-7,0.00005626143,7.299354e-8,0.7081507,0.003865974,0.0006702453,0.2376636],"study_design_scores_gemma":[0.0007071637,0.0006468765,0.1501605,0.00001476576,0.00002559349,0.00004206724,0.0002176654,0.000006900626,0.05728314,0.0001833162,0.7903731,0.0003389047],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98701,0.009760348,0.001275355,0.0002450982,0.000129436,0.0001070832,0.000009954199,0.00001923985,0.001443467],"genre_scores_gemma":[0.9973018,0.001384473,0.0006441601,0.0001787323,0.000112222,0.000008637518,0.0002623166,0.000009501421,0.00009814536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7897028,"threshold_uncertainty_score":0.4116838,"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."}}