{"id":"W4234405142","doi":"10.1554/04-662","title":"EXPERIMENTAL EVIDENCE FOR MULTIVARIATE STABILIZING SEXUAL SELECTION","year":2005,"lang":"en","type":"article","venue":"Evolution","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Research Council; Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Multivariate statistics; Selection (genetic algorithm); Natural selection; Population; Sexual selection; Stabilizing selection; Disruptive selection; Evolutionary biology; Multivariate analysis; Statistics; Mathematics; Demography; Artificial intelligence; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009452664,0.0002315912,0.0001993315,0.0002229575,0.000187897,0.0004054629,0.0003097792,0.0003074522,0.0038993],"category_scores_gemma":[0.004214847,0.0001805492,0.0001800934,0.0001519097,0.0008267175,0.0002733972,0.0006159234,0.0004019985,0.0003260619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002537777,"about_ca_system_score_gemma":0.0001325042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002721697,"about_ca_topic_score_gemma":0.000496416,"domain_scores_codex":[0.999321,0.0001876461,0.00006360191,0.0001785292,0.0002119243,0.00003733612],"domain_scores_gemma":[0.9942148,0.003306671,0.0009025416,0.0009668919,0.0003905705,0.0002186008],"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":[0.0003993064,0.00007003974,0.02540872,0.00010227,0.00005014918,0.0001476597,0.0001273637,0.000683559,0.95926,0.002426496,0.0001541677,0.01117022],"study_design_scores_gemma":[0.0001188152,0.003070062,0.445053,0.00004335315,0.0001128991,0.002557568,0.0002273493,0.01543106,0.5231594,0.004719492,0.005432451,0.00007454096],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900148,0.0001389863,0.006254308,0.0001287457,0.000008887505,0.00001231275,0.0000908258,0.00005059977,0.003300516],"genre_scores_gemma":[0.9959385,0.00005513911,0.003257478,0.00007449828,0.000006340028,0.00001889338,0.000125687,0.00002621158,0.0004971618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0038993,"threshold_uncertainty_score":0.01304448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09445051221892324,"score_gpt":0.3262501626290732,"score_spread":0.23179965041015,"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."}}