{"id":"W4360981626","doi":"10.1007/s13157-023-01670-x","title":"Migrating Ducks and Submersed Aquatic Vegetation Respond Positively After Invasive Common Carp (Cyprinus carpio) Exclusion from a Freshwater Coastal Marsh","year":2023,"lang":"en","type":"article","venue":"Wetlands","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada; Ducks Unlimited Canada","funders":"U.S. Fish and Wildlife Service; Institute for Wetland and Waterfowl Research, Ducks Unlimited Canada","keywords":"Marsh; Waterfowl; Cyprinus; Wetland; Habitat; Ecology; Aquatic plant; Common carp; Vegetation (pathology); Biology; Fishery; Carp; 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":[0.0001664843,0.000228978,0.0002936807,0.000351244,0.0007840049,0.0006048059,0.0002234123,0.0003664074,0.001635066],"category_scores_gemma":[0.0007128392,0.0001929937,0.0001593936,0.0001547708,0.0007376872,0.0003117533,0.0004687016,0.000502702,0.0002030865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004865591,"about_ca_system_score_gemma":0.0003026247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01102418,"about_ca_topic_score_gemma":0.05464558,"domain_scores_codex":[0.9998407,0.00002860605,0.000005430036,0.00003645378,0.00002423138,0.00006453954],"domain_scores_gemma":[0.9990294,0.000144763,0.0003065665,0.00003610405,0.00006723868,0.0004159273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005498977,0.001105031,0.8915232,0.00003199053,0.00007438817,0.0007028685,0.001281448,0.000188774,0.09445085,0.00005756292,0.0004536381,0.004631184],"study_design_scores_gemma":[0.000005923286,0.0002101469,0.9986163,0.000001368898,0.000005836305,0.00002730283,0.0004847703,0.00007223296,0.0005078082,0.000008434582,0.00005724243,0.000002703305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998189,0.000002406755,0.000005288783,0.000004948703,0.0000013757,6.902029e-7,0.000006770846,9.019145e-7,0.0001587178],"genre_scores_gemma":[0.9995371,0.000005420358,0.00001985457,0.00001591035,0.0000023574,0.000003636475,0.00003661861,0.00000107715,0.0003779973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01102418,"threshold_uncertainty_score":0.02192003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008004874533009115,"score_gpt":0.2102310202532383,"score_spread":0.2022261457202292,"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."}}