{"id":"W2160342459","doi":"10.1111/j.1420-9101.2007.01427.x","title":"Ecological selection against hybrids in natural populations of sympatric threespine sticklebacks","year":2007,"lang":"en","type":"article","venue":"Journal of Evolutionary Biology","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Leverhulme Trust; Natural Sciences and Engineering Research Council of Canada; Burroughs Wellcome Fund","keywords":"Biology; Gasterosteus; Sympatric speciation; Stickleback; Reproductive isolation; Ecological speciation; Ecology; Natural selection; Disruptive selection; Evolutionary biology; Incipient speciation; Genetic algorithm; Population; Gene flow; Genetic variation; Gene; Genetics; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002878766,0.00008755286,0.00017319,0.000221595,0.00004723383,0.000002181984,0.0001266166,0.0001933223,0.00003369734],"category_scores_gemma":[0.0001633078,0.0000756504,0.0001052735,0.0002170039,0.00008323895,0.000006713698,0.00004713568,0.0001699357,0.000001294832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004122935,"about_ca_system_score_gemma":0.00008137593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009197891,"about_ca_topic_score_gemma":0.00006073484,"domain_scores_codex":[0.9991037,0.00007667255,0.0004508897,0.000118546,0.00008911394,0.0001611253],"domain_scores_gemma":[0.9993133,0.00002318911,0.000301978,0.00007186313,0.0002407251,0.00004894506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003444381,0.000147499,0.8188869,0.000008554865,0.00004957993,0.000008543362,0.00002358688,0.004470129,0.1712907,0.001167904,0.001167351,0.002434838],"study_design_scores_gemma":[0.0006350224,0.0005702512,0.9922975,0.000007016281,0.00001658596,0.0001377545,0.00005035949,0.0001584696,0.002246547,0.001164015,0.002630138,0.00008636979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948792,0.00111977,0.00307447,0.0001020729,0.0005359107,0.00006447807,0.00001226923,0.000002240323,0.0002095581],"genre_scores_gemma":[0.9950384,0.00007530892,0.004392014,0.00008086274,0.0002703682,2.989017e-7,0.00008297971,0.000003708004,0.00005603592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1734106,"threshold_uncertainty_score":0.3084934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01263567499550861,"score_gpt":0.2699408611657644,"score_spread":0.2573051861702558,"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."}}