{"id":"W3119158773","doi":"10.1101/2021.01.06.425548","title":"Evolution to alternative levels of stable diversity leaves areas of niche space unexplored","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Niche; Neutral theory of molecular evolution; Adaptive radiation; Natural selection; Diversity (politics); Evolutionary dynamics; Population; Ecology; Niche construction; Evolutionary biology; Biology; Phylogenetics","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":[0.001389672,0.0001741834,0.0004515989,0.0008493654,0.00116361,0.001890408,0.0008686296,0.0009125556,0.002593631],"category_scores_gemma":[0.005695452,0.0003700423,0.0006166045,0.0004024187,0.002134754,0.001884078,0.001924543,0.0009747368,0.0003112027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001200298,"about_ca_system_score_gemma":0.0004470748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000898893,"about_ca_topic_score_gemma":0.001280559,"domain_scores_codex":[0.9995048,0.0001665707,0.0000193812,0.000107496,0.00008708618,0.0001145669],"domain_scores_gemma":[0.9971252,0.001185074,0.0004009336,0.0003673772,0.0003702222,0.000551172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000948344,0.0004515408,0.2187186,0.0004041987,0.0006326041,0.001761986,0.005821246,0.2754824,0.1381943,0.2951994,0.002003373,0.06038214],"study_design_scores_gemma":[0.0001259562,0.0006304596,0.0682466,0.0001104763,0.0001049604,0.001009117,0.002216276,0.5603055,0.009831973,0.3537503,0.003531957,0.0001364741],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867029,0.00007780445,0.01064225,0.0001704912,0.000004426706,0.000005552524,0.00001977271,0.00004022281,0.002336534],"genre_scores_gemma":[0.9979817,0.00001832273,0.001706169,0.00003062183,0.000001652821,0.000008130739,0.00001871454,0.000008099742,0.0002265112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002593631,"threshold_uncertainty_score":0.008708835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01745507987506862,"score_gpt":0.2280317466085836,"score_spread":0.210576666733515,"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."}}