{"id":"W4297359329","doi":"10.1016/j.jglr.2022.09.008","title":"Common water hyacinth (Pontederia crassipes) invades Lakes Edward, George, and Kazinga Channel: A call for immediate action","year":2022,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Eichhornia crassipes; Hyacinth; Invasive species; Fishery; Weed; Aquatic plant; Introduced species; Ecology; Biology; Geography; Macrophyte","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0009967592,0.0002965468,0.0002631083,0.0002719243,0.001581658,0.002261075,0.0009008234,0.002547681,0.005898395],"category_scores_gemma":[0.001543041,0.0001583701,0.0002976129,0.0001803758,0.003851029,0.001727205,0.001719371,0.00215827,0.0004400784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001470926,"about_ca_system_score_gemma":0.006934825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05997427,"about_ca_topic_score_gemma":0.1697606,"domain_scores_codex":[0.9995089,0.00008294899,0.00002222354,0.00005645474,0.0001414085,0.0001879868],"domain_scores_gemma":[0.9987312,0.0002972549,0.0001628493,0.0000610886,0.0002596028,0.0004880513],"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":[0.001193667,0.0005818865,0.1995775,0.00217937,0.0004125045,0.005374767,0.01291624,0.00156573,0.06562618,0.02152783,0.1645507,0.5244937],"study_design_scores_gemma":[0.0001547128,0.0005720179,0.3993644,0.001031657,0.0002689175,0.001860467,0.08161326,0.001213424,0.005829532,0.01174512,0.4961868,0.0001597314],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6114852,0.0216455,0.001822057,0.2918569,0.00190126,0.0001123499,0.0002612735,0.0001957962,0.07071977],"genre_scores_gemma":[0.9346691,0.01352736,0.003315273,0.0315146,0.00047348,0.00006544996,0.0001453196,0.00001998464,0.01626944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05997427,"threshold_uncertainty_score":0.1192504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.107635115287846,"score_gpt":0.3252803265327427,"score_spread":0.2176452112448968,"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."}}