{"id":"W4296188702","doi":"10.1163/1568539x-bja10184","title":"Within-population song evolution in white-throated sparrows (Zonotrichia albicollis)","year":2022,"lang":"en","type":"article","venue":"Behaviour","topic":"Animal Vocal Communication and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; University of Northern British Columbia","funders":"","keywords":"Singing; Emberizidae; Population; Canto; White (mutation); Modulation (music); Communication; Biology; Geography; Acoustics; Demography; Ecology; Physics; Psychology; Art; Sociology; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002621668,0.0001170875,0.0001208281,0.0000879834,0.0001969355,0.0000177738,0.0002456637,0.00006664839,0.000118638],"category_scores_gemma":[0.00002499693,0.0001325641,0.00006017543,0.0002912703,0.00003112753,0.000006694372,0.0002357298,0.0002148808,0.0000103889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001133524,"about_ca_system_score_gemma":0.0000536906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005523763,"about_ca_topic_score_gemma":0.001156415,"domain_scores_codex":[0.9989458,0.0001708183,0.0002613867,0.0002682523,0.0001724834,0.0001812555],"domain_scores_gemma":[0.9994297,0.00000366358,0.0001273089,0.000345292,0.00004158794,0.00005247267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001186157,0.0002251136,0.9375289,0.000001662399,0.000003207203,0.000003215332,0.00005834856,0.000566943,0.06066691,0.0002528754,0.0003034353,0.0002707987],"study_design_scores_gemma":[0.0004598973,0.0003289194,0.9954241,0.000002898684,0.00001823364,0.00001125856,0.0003871512,0.0002549662,0.002027776,0.00002243853,0.0008734258,0.0001889218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989242,0.0001137884,0.0001817264,0.0001299049,0.0001180914,0.000234878,0.0000270941,0.00002548919,0.000244823],"genre_scores_gemma":[0.9978178,0.000005837085,0.0004454828,0.0001040577,0.00003539794,0.0001149494,0.0006997028,0.00002103624,0.0007557772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05863913,"threshold_uncertainty_score":0.5405809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01754995865461353,"score_gpt":0.2710799190895726,"score_spread":0.2535299604349591,"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."}}