{"id":"W3049411997","doi":"10.22541/au.158022627.77060576","title":"Phylogenetic Signal of Sub-Arctic Beetle Communities","year":2020,"lang":"en","type":"dataset","venue":"Authorea","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Phylogenetic tree; Biological dispersal; Ecology; Biology; Arctic; Community structure; Taxon; Species richness; Geography; Demography; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008616478,0.0001714912,0.0003266547,0.00001321309,0.0002440098,0.00001501698,0.0005209444,0.0002383531,0.0008340684],"category_scores_gemma":[0.00002687225,0.00006814825,0.0001228335,0.0001579248,0.0003398609,0.00002153245,0.0003806879,0.0002573272,0.0003681205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001216111,"about_ca_system_score_gemma":0.000009055454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002380601,"about_ca_topic_score_gemma":0.005533579,"domain_scores_codex":[0.9992357,0.0001084937,0.0001692942,0.0001549747,0.000142339,0.0001891933],"domain_scores_gemma":[0.9994215,0.0002566515,0.000139429,0.00006725168,0.00006060366,0.00005460786],"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":[0.00002319327,0.00006206797,0.003216086,0.00005327664,0.000072462,0.000009470583,0.00004890353,3.556184e-7,0.000435495,0.000007001622,0.9954577,0.0006139666],"study_design_scores_gemma":[0.00006794538,0.0006042863,0.09259912,0.00003479377,0.0001245857,0.000003588606,0.0004749429,0.000001104143,0.0002436278,0.0002044393,0.9054317,0.000209892],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.07310596,0.0002402714,2.587245e-8,0.0005221232,0.0001202092,0.0001095237,0.925853,0.00001600591,0.00003291555],"genre_scores_gemma":[0.2261379,0.0004164955,0.000005033764,0.0002283642,0.000116529,0.000005075922,0.7730681,3.39321e-7,0.00002207662],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.153032,"threshold_uncertainty_score":0.9132464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0356618840619102,"score_gpt":0.2160677255101157,"score_spread":0.1804058414482055,"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."}}