{"id":"W4212787575","doi":"10.1038/npg.els.0001665","title":"Species Selection","year":2001,"lang":"en","type":"other","venue":"Encyclopedia of Life Sciences","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Genetic algorithm; Extinction (optical mineralogy); Selection (genetic algorithm); Variation (astronomy); Taxon; Evolutionary biology; Biology; Macroevolution; Zoology; Ecology; Genetics; Paleontology; Computer science; Phylogenetics; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005121463,0.000290993,0.0002019767,0.0005536745,0.000398892,0.0009737316,0.0004158288,0.0002816732,0.1100798],"category_scores_gemma":[0.001245003,0.00006703443,0.0001627502,0.0006821225,0.0002443209,0.000403341,0.0005323864,0.0003287836,0.01457247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004371552,"about_ca_system_score_gemma":0.0002480557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008716601,"about_ca_topic_score_gemma":0.001609464,"domain_scores_codex":[0.9997337,0.00006138708,0.00001022391,0.00006839302,0.00009036207,0.00003591388],"domain_scores_gemma":[0.9994843,0.0001493619,0.0000483943,0.00007596571,0.0001406954,0.0001012103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001692182,0.0001381102,0.02909386,0.0004432093,0.00007848419,0.0005319653,0.0002807104,0.001508849,0.0143187,0.1227512,0.1429994,0.6876863],"study_design_scores_gemma":[0.00007213322,0.0001419103,0.06408124,0.0002877503,0.00008862905,0.002305888,0.000355335,0.002427144,0.006666209,0.05664738,0.8668884,0.00003801639],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06989234,0.003968432,0.01543204,0.003362376,0.0006902235,0.0001257438,0.003204118,0.0006221972,0.9027025],"genre_scores_gemma":[0.5732616,0.003565288,0.006967741,0.002494911,0.00051242,0.0000934333,0.003483751,0.0002074801,0.4094134],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1100798,"threshold_uncertainty_score":0.3682536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00955453973721108,"score_gpt":0.2508452937647021,"score_spread":0.241290754027491,"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."}}