{"id":"W2048879167","doi":"10.1038/nature02556","title":"Evidence for ecology's role in speciation","year":2004,"lang":"en","type":"article","venue":"Nature","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":479,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Assortative mating; Ecological speciation; Biology; Stickleback; Genetic algorithm; Reproductive isolation; Evolutionary biology; Incipient speciation; Ecological selection; Mating; Ecology; Natural selection; Trait; Disruptive selection; Evolutionary ecology; Selection (genetic algorithm); Genetics; Genetic variation; Population; Fish <Actinopterygii>; Gene","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":[0.000102613,0.00003588514,0.00004434412,0.000005071589,0.00004706653,0.000008717354,0.00005753287,0.0003632663,0.00004088658],"category_scores_gemma":[0.00009046945,0.00001253278,0.00002813848,0.000119355,0.000008910083,0.00008475871,0.000008121488,0.0002698736,0.00001007654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003947155,"about_ca_system_score_gemma":0.000003918289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004141123,"about_ca_topic_score_gemma":0.0009717196,"domain_scores_codex":[0.9996513,0.000007401811,0.00005503814,0.0001469841,0.00005354926,0.00008571505],"domain_scores_gemma":[0.9998863,0.0000332485,0.00002081508,0.00001675104,0.00002919302,0.00001363291],"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":[0.00008620932,0.00009443817,0.1273711,0.000003311253,0.000001389462,0.000001636777,0.00007261717,0.00003375459,0.80549,0.001402769,0.0003894782,0.06505322],"study_design_scores_gemma":[0.00007246983,0.0001176416,0.9851173,0.00001142166,0.000002364855,0.00000187024,0.00006451057,0.000001347155,0.008673607,0.002179106,0.003715863,0.00004248865],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947067,0.0005577965,8.617092e-7,0.004272625,0.0001632443,0.0001553131,0.000003212231,0.00001830494,0.0001218999],"genre_scores_gemma":[0.9991513,0.00003368175,0.0001013362,0.0001726884,0.0003863437,0.00001211373,0.00001177541,2.035838e-7,0.000130512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8577462,"threshold_uncertainty_score":0.2801842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03232524689808308,"score_gpt":0.2831580976719122,"score_spread":0.2508328507738292,"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."}}