{"id":"W2143419341","doi":"10.1098/rsbl.2008.0010","title":"Local song elements indicate local genotypes and predict physiological condition in song sparrows<i>Melospiza melodia</i>","year":2008,"lang":"en","type":"article","venue":"Biology Letters","topic":"Animal Vocal Communication and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Queen's University","keywords":"Biology; Population; Territoriality; Repertoire; Evolutionary biology; Zoology; Ecology; Demography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000143919,0.0001535489,0.0001254228,0.0003415893,0.0001146336,0.0002638695,0.00009814646,0.0001853881,0.001136304],"category_scores_gemma":[0.0002920283,0.0001340171,0.00008154716,0.0001335137,0.0002344106,0.0001430662,0.0001794275,0.0001897248,0.0001939903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001092425,"about_ca_system_score_gemma":0.00004463444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001338851,"about_ca_topic_score_gemma":0.005180032,"domain_scores_codex":[0.9999249,0.00001855123,0.00000604549,0.00002944967,0.000007755814,0.00001323738],"domain_scores_gemma":[0.9996067,0.0000571778,0.000198316,0.00002134275,0.00002443269,0.0000920712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004293022,0.00008035361,0.8102595,0.00003520611,0.00009803914,0.00008942183,0.0002654585,0.0001921805,0.1849534,0.00002785517,0.00006786739,0.003501345],"study_design_scores_gemma":[0.000002002564,0.00005557414,0.9992555,0.000001095107,0.000005406803,0.00003634544,0.00005276835,0.000100572,0.0004631486,0.000006130955,0.00002028194,0.000001269717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998446,0.0000223268,0.00003973224,0.000002683672,2.603213e-7,8.695252e-7,0.00002862535,0.000001723681,0.00005917422],"genre_scores_gemma":[0.9997504,0.00001114002,0.00007855253,0.000006231151,6.294777e-7,0.000001830391,0.00005032615,0.000001512269,0.00009934148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001338851,"threshold_uncertainty_score":0.003801286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02359972336288175,"score_gpt":0.2680088329295706,"score_spread":0.2444091095666888,"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."}}