{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000697933,0.000847796,0.001203069,0.003754636,0.0003541996,0.001018925,0.0008088833,0.001082351,0.002638154],"category_scores_gemma":[0.0011647,0.000285857,0.0004584947,0.003822484,0.0008901424,0.001795526,0.0007900647,0.001249826,0.0009248477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007183515,"about_ca_system_score_gemma":0.001304901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001819102,"about_ca_topic_score_gemma":0.002901466,"domain_scores_codex":[0.9997959,0.00003397587,0.0000367205,0.00006197408,0.00005434903,0.00001713685],"domain_scores_gemma":[0.9994507,0.0003131182,0.00008517342,0.00001844703,0.00009519713,0.00003735294],"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":[0.00004458385,0.00002732503,0.0006015194,0.02310767,0.0001324205,0.0001269571,0.0001789808,0.0006375848,0.001261239,0.006780511,0.01294536,0.9541559],"study_design_scores_gemma":[0.000006409497,0.00008455863,0.004637799,0.008655221,0.0002452735,0.001376668,0.0002911598,0.0001114954,0.0003564597,0.006257494,0.9779403,0.00003715451],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008947833,0.9990888,0.000104638,0.0001925195,0.0001068014,0.000001685617,0.00001134798,0.000004287863,0.0004005962],"genre_scores_gemma":[0.0005650174,0.9988795,0.0001569087,0.0001046108,0.00009940783,0.000002529075,0.00002172413,9.880812e-7,0.0001693167],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003754636,"threshold_uncertainty_score":0.008825541,"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."}}