{"id":"W2158966482","doi":"10.1038/nature15509","title":"The effects of life history and sexual selection on male and female plumage colouration","year":2015,"lang":"en","type":"article","venue":"Nature","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":408,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Plumage; Sexual selection; Zoology; Life history; Selection (genetic algorithm); Biology; Evolutionary biology; Ecology; Computer science; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001082181,0.00004058049,0.00004653234,0.000003504418,0.00008403669,0.000008922495,0.00002408953,0.0002020903,0.000005544844],"category_scores_gemma":[0.0001258135,0.00001269049,0.000007623079,0.00004444261,0.00004548049,0.00004365153,0.00001044744,0.0002359301,9.900252e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002248244,"about_ca_system_score_gemma":0.000006524469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000459541,"about_ca_topic_score_gemma":0.0001145481,"domain_scores_codex":[0.9996691,0.0000338385,0.00004540646,0.0001130855,0.00008754875,0.00005106691],"domain_scores_gemma":[0.9998108,0.0000588629,0.00003452897,0.00001580934,0.00004315522,0.00003687286],"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":[0.0002015365,0.00005758334,0.05001628,0.00002067378,0.00000587568,0.000001024333,0.0002966092,6.175683e-7,0.8921456,0.000401633,0.01914153,0.03771106],"study_design_scores_gemma":[0.0001650426,0.001449275,0.962709,0.000007518565,0.00001351364,0.00001588468,0.0004361379,0.00001823526,0.007765798,0.00004359482,0.02730065,0.00007540905],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996603,0.002351457,1.287301e-7,0.0004953591,0.000225649,0.0001028833,8.912525e-7,0.00001209948,0.0002084916],"genre_scores_gemma":[0.9980865,0.00003921684,0.000005646368,0.00007377328,0.0001472565,0.00000333872,0.000003381629,3.140825e-7,0.001640555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9126927,"threshold_uncertainty_score":0.1558705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01773912442558067,"score_gpt":0.2251704926918243,"score_spread":0.2074313682662436,"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."}}