{"id":"W2173600593","doi":"10.1648/0273-8570-75.2.146","title":"Song variation in a population of Alder Flycatchers","year":2004,"lang":"en","type":"article","venue":"Journal of Field Ornithology","topic":"Animal Vocal Communication and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Variation (astronomy); Univariate; Biology; Population; Seasonal breeder; Zoology; Discriminant function analysis; Ecology; Demography; Multivariate statistics; Geography; Statistics","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":[0.0001710432,0.0000386577,0.0000953975,0.00005644857,0.0000102897,0.000002204249,0.00009494866,0.0001145706,0.00002545724],"category_scores_gemma":[0.0001188159,0.000034173,0.0000460669,0.00005122257,0.00001493245,0.000004490038,0.00002172203,0.0001085451,0.000001070287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001024768,"about_ca_system_score_gemma":0.00003385148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003742773,"about_ca_topic_score_gemma":0.00008215492,"domain_scores_codex":[0.9995558,0.00004597924,0.0002474401,0.00004732537,0.00004781869,0.00005560632],"domain_scores_gemma":[0.9996216,0.00001196709,0.0001805969,0.00009353126,0.00007374246,0.00001852536],"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":[0.0004335316,0.0002402832,0.1712616,0.00001089117,0.00002240387,0.000009502541,0.000349817,0.00030637,0.8226691,0.0004201973,0.0002175282,0.004058737],"study_design_scores_gemma":[0.0009824911,0.001087242,0.9605887,0.00001999302,0.000017974,0.0001068288,0.0001009433,0.000002739579,0.03573129,0.0005400819,0.000756095,0.00006559855],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956193,0.0001117847,0.002963898,0.001006149,0.00007725156,0.00002895874,4.061574e-7,8.706977e-7,0.0001913702],"genre_scores_gemma":[0.9975864,0.00005281962,0.002009179,0.0002490758,0.00006675121,7.207178e-7,0.00000339794,0.000003253435,0.00002838072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7893271,"threshold_uncertainty_score":0.1393534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01653114678532542,"score_gpt":0.3025299697140342,"score_spread":0.2859988229287088,"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."}}