{"id":"W3015648376","doi":"10.1002/ece3.6199","title":"Population genomic response to geographic gradients by widespread and endemic fishes of the Arabian Peninsula","year":2020,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"King Abdullah University of Science and Technology; National Geographic Society; National Science Foundation","keywords":"Biological dispersal; Ecology; Biology; Coral reef; Pelagic zone; Population; Coral reef fish; Range (aeronautics); Genetic structure; Isolation by distance; Genetic diversity","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":[0.000286657,0.0001792946,0.0001578105,0.0004736732,0.0002602366,0.0003176829,0.000243908,0.0001801616,0.001404067],"category_scores_gemma":[0.0007497082,0.0001278956,0.000232705,0.0004359132,0.0004167862,0.0001500926,0.0003790292,0.0002394605,0.00008026523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002496304,"about_ca_system_score_gemma":0.000153581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006990639,"about_ca_topic_score_gemma":0.01087295,"domain_scores_codex":[0.9997934,0.00004956023,0.0000135501,0.00009907599,0.0000188299,0.0000256173],"domain_scores_gemma":[0.9994447,0.0001585099,0.0001982894,0.00006144072,0.0000620126,0.00007514561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002248773,0.00001719312,0.9695006,0.00001271977,0.0001742357,0.0000712696,0.0006379862,0.0005845272,0.02496469,0.0001671417,0.00004033755,0.003604519],"study_design_scores_gemma":[0.000003258187,0.00001956914,0.9990828,0.000001733332,0.00001444946,0.00003449282,0.0002029389,0.0003851212,0.0001668057,0.00003501929,0.00005155909,0.000002207248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998969,0.000008411944,0.00002855206,0.000003593771,1.961538e-7,3.272255e-7,0.00002212729,5.449326e-7,0.00003930512],"genre_scores_gemma":[0.9998038,0.000009242382,0.00006667036,0.000005236134,5.214832e-7,0.00000136289,0.00006634245,7.381763e-7,0.00004612153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006990639,"threshold_uncertainty_score":0.01389992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006271042039808313,"score_gpt":0.1973747928548021,"score_spread":0.1911037508149938,"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."}}