{"id":"W1979821803","doi":"10.1038/nature12717","title":"Mating advantage for rare males in wild guppy populations","year":2013,"lang":"en","type":"article","venue":"Nature","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":174,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Biology; Poecilia; Guppy; Genetic diversity; Population; Sexual selection; Ecology; Evolutionary biology; Natural selection; Zoology; Demography","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":[0.0003439606,0.0001676463,0.0004940277,0.0008303354,0.00100329,0.0004678134,0.0003685059,0.0003598648,0.003538902],"category_scores_gemma":[0.001083062,0.0001915926,0.0001156078,0.0002157101,0.0009176876,0.0002929114,0.0006775322,0.0004193592,0.0001521962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002133181,"about_ca_system_score_gemma":0.0001765994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003021908,"about_ca_topic_score_gemma":0.01380487,"domain_scores_codex":[0.9997672,0.00005980367,0.00001180305,0.0001020702,0.00002508265,0.00003408524],"domain_scores_gemma":[0.9991142,0.0002172324,0.0002203799,0.0001041466,0.00005850338,0.0002856184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001506357,0.0002120675,0.7136978,0.0001211189,0.0003202328,0.001173905,0.002315299,0.0002767571,0.2656345,0.0007822022,0.000507966,0.01345197],"study_design_scores_gemma":[0.000008804588,0.000149253,0.9973183,0.000005969892,0.00002643447,0.0007394619,0.0005796552,0.0001413843,0.0007303887,0.0001484957,0.0001433687,0.000008419299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996866,0.00005099329,0.00004475929,0.00001507767,0.000001452846,6.820741e-7,0.00002383973,0.000002269235,0.0001743758],"genre_scores_gemma":[0.9995326,0.00002416284,0.0001177074,0.00002284877,0.000003920821,0.000002906075,0.00004524216,0.000004835499,0.000245683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003538902,"threshold_uncertainty_score":0.01183879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02648867821659641,"score_gpt":0.2817404488746128,"score_spread":0.2552517706580164,"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."}}