{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002659752,0.0001734809,0.0004258273,0.00009831203,0.001031619,0.0001864525,0.0004871147,0.0001158885,0.0006493766],"category_scores_gemma":[0.0006082517,0.0000583156,0.0002030802,0.000248839,0.0002660076,0.0002342722,0.0003194477,0.0007995472,0.000006603612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001257903,"about_ca_system_score_gemma":0.00002738561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001364909,"about_ca_topic_score_gemma":0.001650431,"domain_scores_codex":[0.9972612,0.0006596213,0.0004553286,0.0002705779,0.0007268435,0.0006264669],"domain_scores_gemma":[0.9978442,0.001116437,0.000182877,0.00006504482,0.0005277254,0.000263724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002060489,0.0002042069,0.005251945,0.00003605089,0.0001036912,0.00008974466,0.0003354152,0.00002014566,0.9393961,0.0002339901,0.01097275,0.04129549],"study_design_scores_gemma":[0.003089392,0.01693492,0.1492855,0.0001164951,0.00008296312,0.0007086283,0.008110736,0.0004260982,0.06380372,0.010592,0.7460506,0.0007989862],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802252,0.0009493626,0.000004864547,0.01775485,0.0002513278,0.0003753963,0.00009380467,0.00001901485,0.0003261805],"genre_scores_gemma":[0.9971499,0.0003134943,0.00003157261,0.0002476813,0.0007693066,0.00006210888,0.00003346273,0.000003004336,0.00138942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8755924,"threshold_uncertainty_score":0.7934483,"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."}}