{"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":"codex-gemma-dda1882f352a","candidate_categories":["open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007520767,0.0002730558,0.0004752586,0.0001694085,0.0001375117,0.0006050044,0.005644146,0.0001362611,0.0001824451],"category_scores_gemma":[0.0001358688,0.0002145757,0.00007868517,0.0009823302,0.00003516667,0.000828106,0.006150148,0.0003082585,0.001425678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006487329,"about_ca_system_score_gemma":0.0002287448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007948031,"about_ca_topic_score_gemma":0.0009287292,"domain_scores_codex":[0.9977977,0.0002432293,0.0004654508,0.000749936,0.000481866,0.0002618279],"domain_scores_gemma":[0.9979256,0.00009668761,0.0004203873,0.001404048,0.00008648511,0.0000667571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001364707,0.00003216007,0.0004570945,0.00004363506,0.00008084284,0.00006068517,0.0003108752,0.00001887754,0.000001029938,0.00007289527,0.9964168,0.002491462],"study_design_scores_gemma":[0.0006860791,0.00006286633,0.0008780595,0.0002233161,0.00008472435,0.000003975848,0.0001094738,0.001230971,0.00007568255,0.00001236521,0.9963619,0.0002706491],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00214919,0.00004616082,0.0005767555,0.001292573,0.0006671174,0.001000164,0.9931565,0.00000596004,0.001105587],"genre_scores_gemma":[0.0008964209,0.00009625077,0.01002911,0.0006971923,0.00007236866,0.0000210322,0.9876025,0.00001442445,0.0005707007],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.009452352,"threshold_uncertainty_score":0.9997358,"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."}}