{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004608236,0.00005200941,0.0000579996,0.000006845807,0.00009443596,0.00002306743,0.00006299512,0.0002886712,0.0002192867],"category_scores_gemma":[0.00002963556,0.0000179906,0.00003694335,0.0001180524,0.000009590883,0.00013352,0.0000131156,0.0002912309,0.00001620604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001013106,"about_ca_system_score_gemma":0.000001103978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008222237,"about_ca_topic_score_gemma":0.0002232411,"domain_scores_codex":[0.9995885,0.0000100194,0.00008312435,0.0001485088,0.00006007717,0.0001097225],"domain_scores_gemma":[0.9998708,0.00002063107,0.00002766244,0.00002398002,0.00003635098,0.00002054717],"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":[0.00001409275,0.00007229846,0.3869711,0.00001233649,0.000001819595,0.000001157408,0.00008346028,0.000006284093,0.4827663,0.001692777,0.004730994,0.1236473],"study_design_scores_gemma":[0.00005026765,0.00004136574,0.9923701,0.00001169773,0.000002664236,0.000004389277,0.0004477933,0.00003072124,0.001268318,0.001231508,0.00446778,0.00007339417],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996111,0.0002039755,0.000002172852,0.002950632,0.0001382889,0.0002720484,0.00001706078,0.00003201436,0.0002728387],"genre_scores_gemma":[0.9980687,0.000004610804,0.0006947758,0.0001132425,0.0002295003,0.00003494046,0.00009052121,5.027353e-7,0.0007632044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.605399,"threshold_uncertainty_score":0.2401036,"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."}}