{"id":"W2971256619","doi":"10.3390/genes10090646","title":"Patterns, Mechanisms and Genetics of Speciation in Reptiles and Amphibians","year":2019,"lang":"en","type":"review","venue":"Genes","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Genetic algorithm; Biology; Biogeography; Ecological speciation; Evolutionary biology; Incipient speciation; Ecology; Allopatric speciation; Ecological niche; Species complex; Genetic variation; Phylogenetic tree; Genetics; Population; Habitat","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":[0.0001105774,0.0001478334,0.000504176,0.00004660934,0.00001424349,0.000006453484,0.00008840115,0.0001997259,0.0001757601],"category_scores_gemma":[0.00000508574,0.0001131018,0.00004891567,0.00005823516,0.00006950837,0.00001947346,0.000171556,0.00005771343,0.00003811637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003298746,"about_ca_system_score_gemma":0.000009651303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005004832,"about_ca_topic_score_gemma":0.0002523858,"domain_scores_codex":[0.9991679,0.0000643348,0.0002666744,0.0003014424,0.00007705414,0.0001225456],"domain_scores_gemma":[0.99959,0.00003077617,0.0001718304,0.0001743503,0.00000190386,0.00003117303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[7.023173e-7,0.000008276578,0.005751204,0.001100696,0.00000680777,0.000001862649,0.0000468568,0.000002003947,0.00008169861,0.00002793883,0.00002479882,0.9929472],"study_design_scores_gemma":[0.0001608217,0.000112953,0.01244591,0.001395219,0.000125105,0.00004670062,0.00006196115,0.00002702905,0.00006267265,0.0001748493,0.9850293,0.0003574792],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005816591,0.9934568,0.00005612155,0.000005857275,0.0001075491,0.0003008716,0.00002970537,0.000004927162,0.0002215243],"genre_scores_gemma":[0.0006095094,0.9985417,0.0004553667,0.00001410931,0.00003459686,0.000006690273,0.00002019095,0.00001308875,0.0003047787],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9925897,"threshold_uncertainty_score":0.4612156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03160921350912403,"score_gpt":0.2697816666307839,"score_spread":0.2381724531216599,"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."}}