{"id":"W2620178277","doi":"10.1642/auk-16-222.1","title":"Geographic variation in song structure in the Hermit Thrush (<i>Catharus guttatus</i>)","year":2017,"lang":"en","type":"article","venue":"The Auk","topic":"Animal Vocal Communication and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Subspecies; Range (aeronautics); Thrush; Geography; Geographic variation; Canto; Ecology; Zoology; Biology; Demography; Population","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002834604,0.00007391441,0.00006140452,0.00001776457,0.0002024064,0.00006163583,0.000841517,0.00008401606,0.00002409791],"category_scores_gemma":[0.00005700202,0.00004354433,0.00003871016,0.000045385,0.00009256413,0.000005300943,0.0001460971,0.000175167,0.000006206325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005039083,"about_ca_system_score_gemma":0.00001946122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003389354,"about_ca_topic_score_gemma":0.001711941,"domain_scores_codex":[0.9994463,0.0001168089,0.0001077294,0.0001230777,0.00007935709,0.0001267306],"domain_scores_gemma":[0.9989957,0.00001311673,0.00007763784,0.0008807796,0.00001876889,0.0000140276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002154016,0.0002292347,0.3087037,0.00001214229,0.0000274491,0.000008620677,0.002003517,0.00003983312,0.6652811,0.003468212,0.0008317251,0.01917906],"study_design_scores_gemma":[0.0002514911,0.00004780882,0.9917196,0.000005436577,0.000007862689,0.000004037463,0.0001311211,0.00002665283,0.001966518,0.0006387381,0.005132006,0.00006873992],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961727,0.000308603,0.00001713245,0.001711047,0.00004094147,0.0001467334,0.000007086139,0.000003533098,0.001592189],"genre_scores_gemma":[0.9990275,0.0001391919,0.00005217773,0.0005768926,0.00005862394,0.00001514942,0.00001991125,0.000006494399,0.0001040496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6830159,"threshold_uncertainty_score":0.1775686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02056228815987185,"score_gpt":0.295905803693929,"score_spread":0.2753435155340571,"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."}}