{"id":"W1679497138","doi":"10.1038/35050080","title":"Disturbance and diversity in experimental microcosms","year":2000,"lang":"en","type":"article","venue":"Nature","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":301,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Microcosm; Diversity (politics); Disturbance (geology); Ecology; Environmental science; Biology; Sociology; Paleontology; Anthropology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002205079,0.00004852293,0.00003729505,0.000008325775,0.00004197576,0.000004472804,0.00005779185,0.0003091803,0.00004445646],"category_scores_gemma":[0.000002933941,0.00004793047,0.00001480187,0.00002800537,0.0000314134,0.000001035711,0.0000688431,0.0001882608,0.00000369977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006760027,"about_ca_system_score_gemma":0.000005316252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000834846,"about_ca_topic_score_gemma":0.00004242431,"domain_scores_codex":[0.9997036,0.000009024186,0.00003596474,0.0001370305,0.00003846205,0.00007585771],"domain_scores_gemma":[0.9998841,9.763874e-7,0.000006850838,0.00007659612,0.000006184502,0.00002524562],"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":[0.0003506594,0.0002905708,0.2155738,0.0000180516,0.00003020758,0.000015775,0.0005559555,0.000162018,0.7460591,0.000450849,0.02256625,0.01392671],"study_design_scores_gemma":[0.002043419,0.0002159109,0.6599583,0.0000141879,0.000007017627,0.00003564055,0.0001839667,0.0003999582,0.1013495,0.0002161963,0.2351518,0.0004241403],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920865,0.005259884,0.00001006839,0.0001042392,0.00003155951,0.00004443748,0.000006320226,0.000003392278,0.002453652],"genre_scores_gemma":[0.9966537,0.0001770336,0.0002058911,0.0006391213,0.00003276595,0.000001347098,0.00002883944,0.000003109835,0.002258209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6447096,"threshold_uncertainty_score":0.2384682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003324177840242612,"score_gpt":0.2328976770797679,"score_spread":0.2295734992395253,"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."}}