{"id":"W7096220800","doi":"","title":"91 Chapter 5 Aquatic Invertebrates of Prairie Wetlands: Community Composition, Ecological Roles, and Impacts of Agriculture","year":2013,"lang":"en","type":"article","venue":"","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wetland; Invertebrate; Biodiversity; Habitat; Trophic level; Fauna","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002292519,0.0003139847,0.0002578655,0.0008063217,0.0007879902,0.001615869,0.0003810247,0.0004384184,0.02328997],"category_scores_gemma":[0.0003143441,0.0001354634,0.0003007239,0.001292504,0.0002226096,0.0003333919,0.0005406548,0.000464275,0.002432409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001226944,"about_ca_system_score_gemma":0.001608453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03592371,"about_ca_topic_score_gemma":0.09862996,"domain_scores_codex":[0.9998741,0.00001755432,0.000006392547,0.00003263815,0.00004753572,0.00002168237],"domain_scores_gemma":[0.9998785,0.00003150737,0.00001490753,0.000004369576,0.00005042792,0.00002021104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001336354,0.0003511873,0.07154901,0.00346031,0.0001699788,0.000323789,0.002838615,0.002715956,0.009559225,0.013201,0.2314595,0.6642377],"study_design_scores_gemma":[0.00002382298,0.0003728963,0.3531303,0.003194275,0.0001315591,0.0004404456,0.003363427,0.001302231,0.002024972,0.006324755,0.6296408,0.00005053041],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2634387,0.3461106,0.01195444,0.02073941,0.005825681,0.0007608925,0.009189532,0.0002744321,0.3417063],"genre_scores_gemma":[0.3014726,0.1634378,0.01273585,0.003074557,0.002727088,0.0004022837,0.008950067,0.00008152131,0.5071182],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03592371,"threshold_uncertainty_score":0.07791275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008694789549871042,"score_gpt":0.1816897705258391,"score_spread":0.172994980975968,"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."}}