{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001204381,0.0002615893,0.0002268119,0.0009752631,0.0008605128,0.001130357,0.0006525907,0.0008662538,0.007205216],"category_scores_gemma":[0.003678906,0.000207991,0.0002084869,0.000830511,0.003422651,0.001323615,0.001034224,0.0008323661,0.0003828335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005204076,"about_ca_system_score_gemma":0.0004300919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001608718,"about_ca_topic_score_gemma":0.003369974,"domain_scores_codex":[0.9997324,0.00009673266,0.00001198903,0.00005894973,0.00005746862,0.0000423436],"domain_scores_gemma":[0.9956719,0.00256568,0.0004917542,0.0003269156,0.0005022563,0.0004415442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006112887,0.0004836135,0.5709536,0.001078896,0.0003723635,0.002318121,0.005254911,0.002545211,0.05412506,0.2023205,0.00279012,0.1571463],"study_design_scores_gemma":[0.00006710223,0.0002442025,0.8724457,0.0001483966,0.0001227835,0.00183038,0.002952659,0.002611436,0.003931312,0.09400813,0.0215948,0.00004303365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.892553,0.004716321,0.005586439,0.006675834,0.000121508,0.00001042823,0.0001069943,0.00004577948,0.09018365],"genre_scores_gemma":[0.9955443,0.0008741209,0.001273793,0.0003538956,0.00005521314,0.00000462562,0.00003451662,0.000008341583,0.001851242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007205216,"threshold_uncertainty_score":0.02410388,"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."}}