{"id":"W2101313976","doi":"10.2307/1543530","title":"Biogeography of <i>Asterias:</i> North Atlantic Climate Change and Speciation","year":2001,"lang":"en","type":"article","venue":"Biological Bulletin","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Asterias; Vicariance; Genus; Genetic algorithm; Ecology; Biogeography; Population; Phylogenetic tree; Evolutionary biology; Zoology; Clade; Gene; Starfish; Genetics","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":[0.0001840919,0.00005287886,0.000114219,0.0006536423,0.0003539246,0.0003715478,0.0001641437,0.0002077521,0.001690918],"category_scores_gemma":[0.0003597133,0.00005642384,0.00007834041,0.0005704513,0.0004021207,0.0003304418,0.0003175636,0.0001328662,0.0001223411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006297514,"about_ca_system_score_gemma":0.0002406899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02201113,"about_ca_topic_score_gemma":0.04055731,"domain_scores_codex":[0.9999316,0.00001418748,0.000005932954,0.00002165128,0.00001100784,0.00001565712],"domain_scores_gemma":[0.9998403,0.00002619461,0.00007538212,0.000007497241,0.0000271992,0.00002350944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001471188,0.00003605313,0.9113691,0.00009917887,0.00007207941,0.0004122565,0.003430436,0.0008472841,0.03866395,0.002211017,0.0002939792,0.04241747],"study_design_scores_gemma":[0.000001658362,0.00001145511,0.9981312,0.00001029966,0.000004929864,0.0001095233,0.0004115483,0.0002160151,0.0001503867,0.000171215,0.0007793999,0.000002367194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998148,0.0003415923,0.00009281623,0.0001159727,0.00000104062,0.000001049389,0.00002000652,0.000003911896,0.001275651],"genre_scores_gemma":[0.9994857,0.0001897428,0.00007747077,0.0000186821,0.000002355149,6.883711e-7,0.00003264215,0.000001495373,0.0001911324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02201113,"threshold_uncertainty_score":0.04376602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02906517761119218,"score_gpt":0.2157021440874081,"score_spread":0.1866369664762159,"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."}}