{"id":"W2123665555","doi":"10.1111/j.1365-2486.2011.02513.x","title":"A welcome can of worms? Hypoxia mitigation by an invasive species","year":2011,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":206,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dalhousie University","keywords":"Eutrophication; Hypoxia (environmental); Environmental science; Ecology; Disturbance (geology); Ecosystem; Population; Sediment; Water column; Invasive species; Environmental change; Biogeochemical cycle; Oceanography; Climate change; Biology; Nutrient; Chemistry; Geology; Oxygen","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002749544,0.0002504163,0.0002478042,0.0002192749,0.0007486203,0.0008272357,0.0005513684,0.001056093,0.01395397],"category_scores_gemma":[0.0008144628,0.00009390937,0.0003892771,0.0001769318,0.0007224249,0.001627571,0.001325626,0.0006259928,0.0008267373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004756083,"about_ca_system_score_gemma":0.0005745392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00408138,"about_ca_topic_score_gemma":0.01067053,"domain_scores_codex":[0.9998986,0.00002301484,0.00000223448,0.00001590617,0.00001474611,0.00004543877],"domain_scores_gemma":[0.999765,0.00004233997,0.00004686397,0.00001527206,0.00003277247,0.00009781283],"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":[0.001406938,0.0009192335,0.1431565,0.001863571,0.0004453066,0.01049519,0.003183566,0.1172735,0.05235072,0.2449674,0.1298448,0.2940933],"study_design_scores_gemma":[0.0003418851,0.002990246,0.09638728,0.001138791,0.0004480647,0.003649202,0.01540015,0.1770265,0.008904013,0.1960844,0.4973055,0.0003239991],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7808778,0.002572059,0.01733229,0.03022735,0.001710152,0.0001058807,0.0004456526,0.0003819297,0.1663469],"genre_scores_gemma":[0.9849209,0.0006354555,0.002359695,0.001128737,0.00007813463,0.00002481067,0.0000688403,0.00001884306,0.01076464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01395397,"threshold_uncertainty_score":0.04668075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06120023483547708,"score_gpt":0.2504228338360009,"score_spread":0.1892225990005239,"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."}}