{"id":"W2055366788","doi":"10.1556/comec.3.2002.1.10","title":"Abundance and species richness in natural aquatic microcosms: a test and refinement of the Niche-Limitation Hypothesis","year":2002,"lang":"en","type":"article","venue":"Community Ecology","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Species richness; Abundance (ecology); Ecology; Microcosm; Body size and species richness; Animal ecology; Biology; Niche; Macroecology; Invertebrate; Biodiversity; Relative species abundance","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002108748,0.00007078411,0.0001301303,0.00003074036,0.0002416252,0.000008442013,0.0002439075,0.00005309863,0.0004274225],"category_scores_gemma":[0.000198582,0.00005844617,0.00001450351,0.0001260822,0.0006500284,0.00007874364,0.0004915377,0.000215963,0.00004067916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000770534,"about_ca_system_score_gemma":0.00000226078,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004216955,"about_ca_topic_score_gemma":0.03742106,"domain_scores_codex":[0.9993206,0.0002670428,0.0001278943,0.00009204468,0.00004726863,0.0001451391],"domain_scores_gemma":[0.999137,0.0005834717,0.00006583949,0.0001899593,0.000003959074,0.00001980573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005437299,0.0001606195,0.9887575,0.00001625657,0.000004364279,0.000001193744,0.003491856,0.00001948309,0.005423782,0.00001983164,0.00159292,0.0005067562],"study_design_scores_gemma":[0.0003686003,0.00009742979,0.994356,0.000006012039,0.000008649798,0.000007850477,0.0009606467,0.00169156,0.0008605913,0.0007153123,0.0008627902,0.00006451734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971404,0.00008152556,9.277342e-7,0.00143066,0.00004559236,0.0001252858,0.000004015758,0.000005270063,0.001166306],"genre_scores_gemma":[0.9984744,0.00008596888,0.0001932326,0.0005786777,0.000002164573,0.000005906826,0.00000148878,0.000002807259,0.0006553977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03699937,"threshold_uncertainty_score":0.9801435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02521694998545421,"score_gpt":0.1781722368277268,"score_spread":0.1529552868422726,"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."}}