{"id":"W2090560876","doi":"10.1126/science.1252136","title":"Stick Insect Genomes Reveal Natural Selection’s Role in Parallel Speciation","year":2014,"lang":"en","type":"article","venue":"Science","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":446,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Medical Research Council; Wellcome Trust","keywords":"Genetic divergence; Biology; Natural selection; Divergence (linguistics); Selection (genetic algorithm); Evolutionary biology; Genetic algorithm; Parallel evolution; Insect; Genome; Population; Ecological speciation; Genetic variation; Genetics; Gene; Ecology; Genetic diversity; Gene flow; Phylogenetics","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":[0.0001452138,0.0001335101,0.0001565429,0.0003909855,0.0002451688,0.0003544458,0.0001354078,0.0002223055,0.0006647172],"category_scores_gemma":[0.0003693644,0.0001303831,0.000200453,0.0003963645,0.0002649707,0.00033719,0.0003416855,0.0003151011,0.00008715291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000269871,"about_ca_system_score_gemma":0.0001123415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006523917,"about_ca_topic_score_gemma":0.001450266,"domain_scores_codex":[0.9999249,0.000008599735,0.000005456585,0.00003050113,0.00002052189,0.00001001604],"domain_scores_gemma":[0.9997675,0.00006113151,0.0000908634,0.00002963217,0.00001712342,0.00003374403],"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":[0.0004322211,0.00002953853,0.08045793,0.000103541,0.0001041144,0.0002973571,0.0004297574,0.001252603,0.9001414,0.001553359,0.0001231215,0.01507503],"study_design_scores_gemma":[0.000018468,0.000122864,0.960296,0.00001255238,0.00006589016,0.000642735,0.0002863629,0.003870998,0.02987726,0.003167182,0.001620241,0.00001929948],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998619,0.0002337825,0.0006408139,0.0000312821,0.00000170525,0.00000133086,0.0001063947,0.00001434682,0.0003513744],"genre_scores_gemma":[0.9989943,0.00008123515,0.0006041425,0.00002299517,0.000003111927,0.000001860085,0.0001891709,0.000002784872,0.0001005456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006647172,"threshold_uncertainty_score":0.00222367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007338988391299141,"score_gpt":0.2211691818914568,"score_spread":0.2138301935001577,"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."}}