{"id":"W2055044261","doi":"10.1086/675757","title":"Developmental Timing of Signals Affects Information Content: Song Complexity but Not Consistency Reflects Innate Immune Strategy in Male Song Sparrows","year":2014,"lang":"en","type":"article","venue":"The American Naturalist","topic":"Animal Vocal Communication and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Ontario Ministry of Research and Innovation; Natural Sciences and Engineering Research Council of Canada","keywords":"Innate immune system; Biology; Immune system; Immunocompetence; Immunity; Immunology; Communication; Evolutionary biology; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004129243,0.0001356269,0.0002341045,0.00004868908,0.0001130923,0.00002528206,0.0003464595,0.00004991613,0.00002831266],"category_scores_gemma":[0.0001289571,0.0001052957,0.00006541362,0.0001672947,0.0005085704,0.00001943236,0.0001629743,0.0001778215,0.00001410768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003074917,"about_ca_system_score_gemma":0.00005626486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001113833,"about_ca_topic_score_gemma":0.0003664934,"domain_scores_codex":[0.9989687,0.0002558587,0.0003181464,0.0001297502,0.0001336546,0.0001938477],"domain_scores_gemma":[0.9992197,0.00004110908,0.0003545585,0.0002401051,0.0001038261,0.00004070658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002914803,0.00003657477,0.00191618,0.00001666339,0.00001851003,6.294485e-7,0.0001194844,0.00001551239,0.9894106,0.0005053793,0.0001110304,0.007557908],"study_design_scores_gemma":[0.0008831513,0.0006179032,0.3780205,0.00006045414,0.00002655309,0.00004331189,0.002454778,0.0006529065,0.6154709,0.0000379692,0.001367174,0.0003643402],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961256,0.0001113332,0.0001052173,0.0003577896,0.0000210245,0.0001942918,0.0000174972,0.00001012808,0.003057092],"genre_scores_gemma":[0.9983813,0.00003984733,0.0005748843,0.0006769563,0.00001584082,0.00001304296,0.0001333768,0.000008303174,0.0001564562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3761044,"threshold_uncertainty_score":0.4293833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07496355056920662,"score_gpt":0.3094594986775877,"score_spread":0.234495948108381,"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."}}