{"id":"W3033402855","doi":"10.1002/ece3.6416","title":"Genotyping‐in‐Thousands by sequencing reveals marked population structure in Western Rattlesnakes to inform conservation status","year":2020,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Environment; Thompson Rivers University; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Habitat Conservation Trust Foundation","keywords":"Range (aeronautics); Geography; Genotyping; Genetic diversity; Population; Biology; Ecology; Conservation genetics; Conservation status; Evolutionary biology; Habitat; Microsatellite; Genotype; Demography; Genetics; Engineering; Gene","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004708827,0.0002016553,0.0001811143,0.0005060999,0.0003564801,0.0004135094,0.0002470204,0.0002077198,0.0007046537],"category_scores_gemma":[0.0005392301,0.0001146943,0.0002390168,0.00058645,0.0003024205,0.0001093339,0.0002203316,0.0002700895,0.0002091541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003956663,"about_ca_system_score_gemma":0.0004873308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03752936,"about_ca_topic_score_gemma":0.1441133,"domain_scores_codex":[0.9997752,0.00002802146,0.0000142784,0.0001079144,0.00004631007,0.00002823095],"domain_scores_gemma":[0.9996029,0.00008130665,0.0001244062,0.00003956483,0.0001069065,0.00004504368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002983009,0.00006096925,0.841879,0.00009039599,0.0002351225,0.0001878947,0.001134994,0.00196258,0.1264858,0.0002491658,0.001055161,0.02636053],"study_design_scores_gemma":[0.000007049022,0.00004619211,0.9918005,0.00001852643,0.00006830144,0.0001127194,0.0004023883,0.003068246,0.002964929,0.0001192284,0.001381338,0.00001065638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966614,0.00009533673,0.001677834,0.00002225698,0.000005267673,0.0000109719,0.001096849,0.00003473006,0.0003953535],"genre_scores_gemma":[0.992769,0.00006391838,0.004567983,0.0000726233,0.000003716843,0.00002051056,0.001924506,0.00001741079,0.0005603345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03752936,"threshold_uncertainty_score":0.0746218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01045144212352132,"score_gpt":0.2220604460330031,"score_spread":0.2116090039094818,"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."}}