{"id":"W6948210343","doi":"10.5061/dryad.51c59zw62","title":"Defining Relictual Biodiversity: Conservation Units in Speckled Dace (Leuciscidae: Rhinichthys osculus) of the Greater Death Valley Ecosystem","year":2020,"lang":"en","type":"dataset","venue":"Open MIND","topic":"Data Management and Algorithms","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coalescent theory; Population; Threatened species; Biodiversity; Metapopulation; Habitat; Population fragmentation; Wildlife conservation; Ecosystem; Conservation biology","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":[0.001006138,0.0001656905,0.0001717989,0.0032733,0.0007346947,0.0006917498,0.0003762046,0.0002520867,0.0007265824],"category_scores_gemma":[0.001819564,0.0001068528,0.0001739968,0.001578802,0.001093809,0.0005479969,0.001084452,0.0001879698,0.00009152402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006460512,"about_ca_system_score_gemma":0.000367397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006969793,"about_ca_topic_score_gemma":0.03857587,"domain_scores_codex":[0.9995222,0.0001069424,0.00006055704,0.0001936783,0.00006985572,0.00004682298],"domain_scores_gemma":[0.9988075,0.000323368,0.0004999541,0.0001200103,0.0001396573,0.0001094979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009849214,0.00001916194,0.9747791,0.00005486479,0.00003569688,0.00008574349,0.002520677,0.0001802734,0.00992652,0.000386148,0.00004375208,0.01186944],"study_design_scores_gemma":[0.000001767576,0.00003320044,0.9970004,0.000009634781,0.00001136286,0.0001305917,0.001582675,0.000454203,0.0004214453,0.0001201282,0.0002306089,0.000004120971],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9991006,0.00008388504,0.0003224613,0.000005413704,5.126274e-7,0.000005140101,0.00008064762,0.000003328601,0.0003980457],"genre_scores_gemma":[0.9987587,0.00001802184,0.0009845672,0.000005333678,5.831309e-7,0.000006792826,0.0001531668,0.000001679352,0.00007123109],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.006969793,"threshold_uncertainty_score":0.01385844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06258344746041572,"score_gpt":0.2653525707349264,"score_spread":0.2027691232745106,"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."}}