{"id":"W2169668657","doi":"10.1525/auk.2008.07128","title":"INDIVIDUAL VARIATION AND LEK-BASED VOCAL DISTINCTIVENESS IN SONGS OF THE SCREAMING PIHA (<i>LIPAUGUS VOCIFERANS</i>), A SUBOSCINE SONGBIRD","year":2008,"lang":"en","type":"article","venue":"The Auk","topic":"Animal Vocal Communication and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Screaming; Songbird; Variation (astronomy); Passerine; Optimal distinctiveness theory; Zoology; Biology; Psychology; Ecology; Linguistics; Social psychology","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":[0.000180574,0.0001515101,0.0001996145,0.0007507821,0.000176263,0.0003109435,0.000155659,0.0002057504,0.001068897],"category_scores_gemma":[0.0006629902,0.0001568824,0.0001341274,0.0002533362,0.0004855875,0.00014907,0.0004093291,0.0002037263,0.0002267189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001438939,"about_ca_system_score_gemma":0.00005167291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001298733,"about_ca_topic_score_gemma":0.003762907,"domain_scores_codex":[0.9998048,0.00004801133,0.00001105642,0.00007402228,0.0000372026,0.00002491284],"domain_scores_gemma":[0.9995072,0.0001471034,0.0001754634,0.00004757523,0.00005476,0.00006779082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001801221,0.00006402051,0.7333021,0.00005817055,0.000127842,0.0002152636,0.001974788,0.0002156875,0.2510579,0.00004746565,0.00006500488,0.01269165],"study_design_scores_gemma":[7.094404e-7,0.00003209323,0.9990929,6.777383e-7,0.00000374844,0.00009142451,0.00009753718,0.0001072265,0.0005334477,0.000003801845,0.00003415502,0.00000223271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995342,0.00001976392,0.0001470202,0.000003174689,3.963817e-7,0.000003196874,0.00005246409,0.000004157027,0.0002356784],"genre_scores_gemma":[0.9994633,0.00001076293,0.0002142722,0.000005089899,0.000001664643,0.000007702682,0.0001382684,0.000004390455,0.0001544912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001298733,"threshold_uncertainty_score":0.003575802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02609397445195983,"score_gpt":0.2479504351660079,"score_spread":0.2218564607140481,"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."}}