{"id":"W2047962128","doi":"10.1098/rspb.2002.2129","title":"Older males signal more reliably","year":2002,"lang":"en","type":"article","venue":"Proceedings of the Royal Society B Biological Sciences","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Semelparity and iteroparity; Reproduction; Demography; Biology; Preference; Offspring; Reproductive success; Signalling; Sexual selection; Mate choice; Ecology; Population; Mating","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004274556,0.0001399515,0.0001616608,0.000003301345,0.0006814687,0.00006369305,0.0006758933,0.0001505798,0.00104562],"category_scores_gemma":[0.00005434125,0.00003581242,0.0003195263,0.0005403906,0.001222188,0.0001106816,0.0002144718,0.0001560429,0.00001626285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000171722,"about_ca_system_score_gemma":0.000002162817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000627374,"about_ca_topic_score_gemma":6.496504e-7,"domain_scores_codex":[0.9986677,0.000009848916,0.0002082919,0.0004367187,0.0003542164,0.0003232287],"domain_scores_gemma":[0.9995984,0.0000531974,0.0001551658,0.000023873,0.000104312,0.00006497853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001093181,0.0002230045,0.6293033,0.000009864392,0.000010113,1.180312e-7,0.0003350692,0.000003970243,0.3452634,0.0007859589,0.008960793,0.01509355],"study_design_scores_gemma":[0.00008353473,0.0007072081,0.9724897,0.00003687018,0.00001913474,0.000006465213,0.002675877,0.0008617541,0.01979951,0.0005420818,0.002504638,0.0002732254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927949,0.0002733156,4.321835e-7,0.003408566,0.00008727633,0.0001660168,0.00000670383,0.0000638952,0.00319886],"genre_scores_gemma":[0.9982423,0.00006297064,0.0002356862,0.0002283681,0.0002358463,0.000009912345,7.277043e-7,5.310364e-7,0.0009836488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3431864,"threshold_uncertainty_score":0.9998676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0395171001080244,"score_gpt":0.2278188191020389,"score_spread":0.1883017189940145,"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."}}