{"id":"W4250586358","doi":"10.33140/eesrr.02.05.05","title":"Alien Invasive Species Impacts on Large Lake Ecosystems and Their Economic Value","year":2019,"lang":"en","type":"article","venue":"Earth & Environmental Science Research & Reviews","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ballast; Invasive species; Biodiversity; Fishery; Recreation; Ecosystem; Biosecurity; Introduced species; Global biodiversity; Business; Ecology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004403928,0.000276542,0.0001749444,0.000887975,0.0005155349,0.00187198,0.0003189475,0.0003827256,0.0056118],"category_scores_gemma":[0.0006543064,0.00008419251,0.0002208006,0.001217155,0.000848491,0.0008178023,0.0008398131,0.0003503591,0.0002779896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001529055,"about_ca_system_score_gemma":0.0006681449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01350298,"about_ca_topic_score_gemma":0.03261303,"domain_scores_codex":[0.9997432,0.00004617096,0.00001046102,0.00001993931,0.0001137423,0.00006651637],"domain_scores_gemma":[0.9995809,0.0001118844,0.0001288591,0.00001025896,0.0001150505,0.00005306779],"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":[0.0004238347,0.0002930455,0.1237564,0.003357735,0.0003672107,0.002676464,0.002824408,0.01259442,0.03759648,0.04186511,0.01492172,0.7593231],"study_design_scores_gemma":[0.00002430825,0.000671046,0.6134639,0.001236114,0.0002507654,0.001746745,0.004949918,0.004937436,0.00686055,0.02282557,0.3429534,0.00008015114],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.616556,0.1522823,0.002068574,0.00775983,0.0001945223,0.00004287469,0.0004975746,0.0000863755,0.2205119],"genre_scores_gemma":[0.8790541,0.1027011,0.001078703,0.0003976434,0.0001676943,0.00001364467,0.0001431675,0.00001671782,0.01642723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01350298,"threshold_uncertainty_score":0.02684879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02840923004189452,"score_gpt":0.2846693331012671,"score_spread":0.2562601030593726,"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."}}