{"id":"W2079181170","doi":"10.1016/j.ecolind.2012.02.009","title":"Use of single versus multiple biotic communities as indicators of biological integrity in northern prairie wetlands","year":2012,"lang":"en","type":"article","venue":"Ecological Indicators","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Alberta Water Research Institute; Alberta Conservation Association","keywords":"Wetland; Environmental science; Vegetation (pathology); Ecosystem; Ecology; Index of biological integrity; Habitat; Plant community; Indicator species; Biology; Species richness","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005469717,0.0001675985,0.0003788907,0.0001967514,0.0001226556,0.000005334711,0.0003039675,0.0003393478,0.0005940402],"category_scores_gemma":[0.001098732,0.0001238395,0.00008597718,0.0005841588,0.001658854,0.0001825503,0.0004081446,0.0003962955,0.00009772581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001671401,"about_ca_system_score_gemma":0.00001607021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003373521,"about_ca_topic_score_gemma":0.01365859,"domain_scores_codex":[0.9985459,0.0002662348,0.0004648887,0.0001688722,0.0001679284,0.0003861399],"domain_scores_gemma":[0.9976168,0.001739374,0.0003221821,0.0001992304,0.0000100798,0.0001123672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001026757,0.001291855,0.9960946,0.000006414796,0.00003468502,0.000001846602,0.001086941,0.00007140494,0.0002132316,0.0005738852,0.00004434816,0.0004781543],"study_design_scores_gemma":[0.0004795465,0.0006264226,0.9962406,0.000007130544,0.00001404101,0.000001144489,0.001136977,0.00004111893,0.0007886385,0.0001749802,0.0003511077,0.0001383234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972935,0.00003562071,0.00001062037,0.000126388,0.0001910504,0.0002116869,0.00001434215,0.00002840591,0.002088427],"genre_scores_gemma":[0.9993718,0.00003182198,0.00043253,0.00007908336,0.00001152414,0.00002343516,0.00002197475,0.000006800497,0.00002102878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01332124,"threshold_uncertainty_score":0.7621815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06409777466738237,"score_gpt":0.2777066488255536,"score_spread":0.2136088741581712,"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."}}