{"id":"W3035516263","doi":"10.1101/2020.06.09.143339","title":"Defining Relictual Biodiversity: Conservation Units in Speckled Dace (Cyprinidae: <i>Rhinichthys osculus</i> ) of the Greater Death Valley Ecosystem","year":2020,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Directorate for Biological Sciences; University of Arkansas; Arkansas High Performance Computing Center, University of Arkansas; Arizona State University; National Science Foundation","keywords":"Coalescent theory; Threatened species; Population; Biodiversity; Metapopulation; Ecology; Biology; Geography; Habitat; Phylogenetic tree; Biological dispersal","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008897154,0.0001371716,0.0001820494,0.002857778,0.0007839802,0.0008515218,0.000331952,0.0002451237,0.000762719],"category_scores_gemma":[0.001327779,0.0001075202,0.0001407311,0.001114536,0.001061435,0.0003935788,0.0008633104,0.0001916799,0.00007654302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007569787,"about_ca_system_score_gemma":0.000338069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01243838,"about_ca_topic_score_gemma":0.05806502,"domain_scores_codex":[0.9995952,0.00008901093,0.00003861235,0.0001623648,0.0000565987,0.00005825428],"domain_scores_gemma":[0.9988181,0.0003246875,0.0004645225,0.00008980993,0.0001705579,0.000132373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006691464,0.00001246095,0.9878297,0.00002217164,0.00002685059,0.0000571641,0.001195811,0.0001191484,0.005531163,0.0001445672,0.00004014072,0.00495384],"study_design_scores_gemma":[0.000001421709,0.00002251179,0.9975694,0.000006976696,0.000008834513,0.00006300717,0.001474167,0.0003424729,0.0002957913,0.00005864468,0.0001537199,0.000003029361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995869,0.00003662731,0.0001103077,0.000003980613,3.026311e-7,0.000002677164,0.00004103939,0.000001845127,0.0002162741],"genre_scores_gemma":[0.9995316,0.00001143575,0.0003219841,0.000004382572,4.549908e-7,0.000003160751,0.00008011464,0.00000112365,0.00004558852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01243838,"threshold_uncertainty_score":0.02473199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01942818459623057,"score_gpt":0.1915871315848781,"score_spread":0.1721589469886475,"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."}}