{"id":"W4366507101","doi":"10.1126/science.ade5671","title":"Female preference for rare males is maintained by indirect selection in Trinidadian guppies","year":2023,"lang":"en","type":"article","venue":"Science","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Preference; Sexual selection; Biology; Mate choice; Selection (genetic algorithm); Natural selection; Mating; Mating preferences; Reproductive success; Population; Demography; Zoology","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":[0.0002190209,0.0001523584,0.0001632751,0.0004476727,0.0005300695,0.0002791297,0.0002148421,0.0001393929,0.001219216],"category_scores_gemma":[0.0005746865,0.0001195211,0.00007584304,0.0002363076,0.0004440194,0.0001094145,0.0004285312,0.000202051,0.00007374393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000551503,"about_ca_system_score_gemma":0.0003395705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03201546,"about_ca_topic_score_gemma":0.2044564,"domain_scores_codex":[0.9999069,0.00002208434,0.000004608409,0.00003749014,0.00001425989,0.00001452745],"domain_scores_gemma":[0.9996058,0.000061868,0.0001527719,0.00004703322,0.00006908077,0.00006341954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001510931,0.00005989058,0.9080327,0.00002947095,0.00008268817,0.0004257832,0.001474238,0.0004006721,0.07576067,0.0002086001,0.0001684089,0.01320582],"study_design_scores_gemma":[0.000002193708,0.00003759914,0.998776,0.00000350957,0.00001036456,0.0001802327,0.0002500706,0.000193393,0.0003020117,0.00004441481,0.000195932,0.00000430448],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996563,0.00002020312,0.00004564189,0.000009364101,2.784883e-7,9.227646e-7,0.00002595977,0.000001852522,0.0002395166],"genre_scores_gemma":[0.9994859,0.00002823505,0.0001315554,0.000008688764,5.5165e-7,0.000003520206,0.00004479364,0.000001942371,0.0002948066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03201546,"threshold_uncertainty_score":0.06365818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06555088013801537,"score_gpt":0.2737776657804815,"score_spread":0.2082267856424662,"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."}}