{"id":"W2460106727","doi":"10.1642/auk-16-27.1","title":"Range-wide patterns of geographic variation in songs of Golden-crowned Sparrows (<i>Zonotrichia atricapilla</i>)","year":2016,"lang":"en","type":"article","venue":"The Auk","topic":"Animal Vocal Communication and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Sparrow; Geographic variation; Range (aeronautics); Emberizidae; Subspecies; Geography; Variation (astronomy); Ecology; Canto; White (mutation); Zoology; Biology; Population; Demography; Habitat","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":[0.0001728075,0.0001064461,0.0001547793,0.0007190466,0.0001456849,0.0002134021,0.0001370234,0.0001257237,0.0005244931],"category_scores_gemma":[0.0002515998,0.0001034221,0.000127346,0.000364874,0.0002731197,0.0001546446,0.0002763375,0.0001378208,0.0001021183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001812348,"about_ca_system_score_gemma":0.00005788876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006012283,"about_ca_topic_score_gemma":0.02084468,"domain_scores_codex":[0.9998788,0.00001727154,0.00001178354,0.00005736308,0.00001432874,0.00002050867],"domain_scores_gemma":[0.9996389,0.000044009,0.0001881931,0.0000249811,0.0000439702,0.00005993752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009105592,0.00002527218,0.968671,0.00002722056,0.000103225,0.00006525589,0.0004611571,0.00009026008,0.02587226,0.00002172996,0.0000766928,0.004494904],"study_design_scores_gemma":[6.32556e-7,0.000009476561,0.9997926,7.062859e-7,0.000003291701,0.00002209401,0.00004868312,0.00001954582,0.0000685692,0.00000143119,0.00003241814,6.393571e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996508,0.00006075406,0.00005462255,0.000003271255,6.32456e-7,0.00000203298,0.0001127136,0.000002471369,0.0001126876],"genre_scores_gemma":[0.9994943,0.0000373535,0.0001226356,0.000008662469,0.000001467174,0.000004296277,0.0002564715,0.00000139673,0.00007333938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006012283,"threshold_uncertainty_score":0.01195461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01337563504176744,"score_gpt":0.2403118056394316,"score_spread":0.2269361705976641,"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."}}