{"id":"W2133374432","doi":"10.1111/j.1600-0706.2008.17273.x","title":"Ecological realism and mechanisms by which diversity begets stability","year":2009,"lang":"en","type":"article","venue":"Oikos","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Species richness; Microcosm; Ecology; Biodiversity; Species diversity; Invertebrate; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001330786,0.00008209365,0.0000783665,0.00000801081,0.000130221,0.000009975498,0.00009154026,0.0001434452,0.0000481743],"category_scores_gemma":[0.00004888773,0.00007672327,0.00002599234,0.00003476379,0.00003790942,0.000001553261,0.0001609924,0.0000549621,0.000004083577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001093007,"about_ca_system_score_gemma":0.00001448581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001435316,"about_ca_topic_score_gemma":0.0001021159,"domain_scores_codex":[0.9994071,0.00003975995,0.00007918202,0.0002488814,0.00007858915,0.0001464457],"domain_scores_gemma":[0.9996642,0.000004454751,0.00002552962,0.0001714262,0.00004946825,0.00008486568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001043377,0.0003994888,0.007434358,0.00001206862,0.0000342079,0.000003858885,0.0001242534,0.00002162044,0.9564047,0.007456672,0.02285117,0.005153262],"study_design_scores_gemma":[0.004106378,0.004705332,0.6739943,0.00001449239,0.0001173566,0.00007353997,0.0004758062,0.003463957,0.1929972,0.06719659,0.05124396,0.001611077],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867163,0.0001588536,0.008336797,0.0008975842,0.0000558353,0.000105229,0.00004720145,0.00001730329,0.003664899],"genre_scores_gemma":[0.9978054,0.0001174946,0.0007808032,0.0007390046,0.00002512405,0.000001586639,0.000101726,0.000003019127,0.0004258926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7634075,"threshold_uncertainty_score":0.3128684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007545276861135305,"score_gpt":0.2220303787642843,"score_spread":0.214485101903149,"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."}}