{"id":"W4283769180","doi":"10.1111/fwb.13960","title":"Abiotic and biotic correlates of the occurrence, extent and cover of invasive aquatic <i>Elodea nuttallii</i>","year":2022,"lang":"en","type":"article","venue":"Freshwater Biology","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; McGill University","funders":"Natural Environment Research Council; Department of Agriculture, Australian Government; Queen's University Belfast; Department for the Economy; Australian Government; McGill University; Alexander von Humboldt-Stiftung; Northern Ireland Environment Agency; University of Windsor; Natural Sciences and Engineering Research Council of Canada; Queen's University; Department of Agriculture, Environment and Rural Affairs, UK Government","keywords":"Abiotic component; Biotic component; Ecology; Biology; Aquatic ecosystem; Aquatic plant; Elodea canadensis; Macrophyte","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001218185,0.000121963,0.0001275044,0.0003529286,0.000160667,0.0003705312,0.0001389812,0.0001138152,0.00103447],"category_scores_gemma":[0.0003752504,0.00007061907,0.0001055046,0.0002377332,0.0002004617,0.0001709676,0.0003288738,0.0001613672,0.0001722871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002600443,"about_ca_system_score_gemma":0.00007708757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0089969,"about_ca_topic_score_gemma":0.02623683,"domain_scores_codex":[0.9998963,0.00001220412,0.00001006476,0.00004031282,0.00001968987,0.0000214958],"domain_scores_gemma":[0.9994306,0.00008796522,0.0003016985,0.00001924852,0.00008403825,0.00007646372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000559589,0.00002975594,0.9892924,0.00001486225,0.00002728606,0.00004734288,0.0001066451,0.00007591933,0.008887406,0.00001202585,0.00004541126,0.001404964],"study_design_scores_gemma":[3.626594e-7,0.00001393395,0.9996892,8.021573e-7,0.000002084534,0.00001810243,0.00006322084,0.00004689516,0.0001194798,0.000001455076,0.00004393171,5.129436e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996421,0.00001634319,0.00001734518,0.000003452567,2.808297e-7,0.000001271277,0.00009571391,0.000001028274,0.0002225319],"genre_scores_gemma":[0.9995276,0.00001551577,0.00004672554,0.000004145103,6.216015e-7,0.000002461491,0.0001907732,8.657219e-7,0.0002114138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0089969,"threshold_uncertainty_score":0.01788908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00907271055747213,"score_gpt":0.2039203939806974,"score_spread":0.1948476834232253,"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."}}