{"id":"W2037032561","doi":"10.1016/j.cub.2009.04.061","title":"Climatic Patterns Predict the Elaboration of Song Displays in Mockingbirds","year":2009,"lang":"en","type":"article","venue":"Current Biology","topic":"Animal Vocal Communication and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":90,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"National Institute of Mental Health; National Institutes of Health; National Science Foundation","keywords":"Biology; Elaboration; Evolutionary biology; Communication; Humanities; Psychology","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":[0.0002328502,0.0001788371,0.0001969207,0.000342714,0.0002112822,0.0004958567,0.0001477084,0.0003917849,0.0012373],"category_scores_gemma":[0.001218319,0.0002277927,0.0001676177,0.0002124145,0.0002687541,0.0002092621,0.0002816517,0.0003445781,0.0003387159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001108944,"about_ca_system_score_gemma":0.00005773577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008840443,"about_ca_topic_score_gemma":0.002640479,"domain_scores_codex":[0.9999039,0.00003134871,0.000007627675,0.00002750609,0.00001221209,0.00001745974],"domain_scores_gemma":[0.9988721,0.0003710789,0.0004068312,0.0000754014,0.00008160318,0.0001929019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002895153,0.0000453964,0.9122787,0.00002416449,0.00009136341,0.00005458353,0.0001627667,0.0005565477,0.0840973,0.00005765225,0.0001077413,0.002234126],"study_design_scores_gemma":[9.355336e-7,0.00001191822,0.9994166,4.283144e-7,0.000003357164,0.00001880149,0.00001973956,0.0001959676,0.0003002711,0.00001356261,0.00001691337,0.000001558471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995891,0.00002710845,0.00009542747,0.00001135221,0.000001788939,7.974564e-7,0.00004596572,0.000004465357,0.0002239235],"genre_scores_gemma":[0.999691,0.00001600233,0.00007021063,0.00001193701,0.000004450294,0.000002126305,0.0001290657,0.000006022729,0.00006921566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0012373,"threshold_uncertainty_score":0.004139185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02697791013065014,"score_gpt":0.3439244863421774,"score_spread":0.3169465762115273,"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."}}