{"id":"W3026265499","doi":"10.1007/s10113-020-01644-3","title":"Risk screening of the potential invasiveness of non-native freshwater fishes in the River Ob basin (West Siberian Plain, Russia)","year":2020,"lang":"en","type":"article","venue":"Regional Environmental Change","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"Russian Foundation for Basic Research; Centre for Environment, Fisheries and Aquaculture Science","keywords":"Hypophthalmichthys; Gambusia; Biology; Fishery; Silver carp; Brown trout; Salmo; Introduced species; Corbicula fluminea; Common carp; Invasive species; Freshwater fish; Cyprinus; Rainbow trout; Ecology; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001963855,0.0001536409,0.000190599,0.00002177841,0.0001766284,0.000004637032,0.0004479133,0.00006237837,0.0007857327],"category_scores_gemma":[0.00001727844,0.00009873782,0.0001029946,0.0001401882,0.0009944619,0.0001843788,0.0006091984,0.0001661477,0.00003872027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005341775,"about_ca_system_score_gemma":0.000002258009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005006163,"about_ca_topic_score_gemma":0.001321411,"domain_scores_codex":[0.998767,0.0001804389,0.0002088772,0.0002669203,0.0003729684,0.0002037664],"domain_scores_gemma":[0.999508,0.00008426677,0.0001964346,0.0001763058,0.00000135345,0.0000336072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001248356,0.0002102577,0.9818702,0.00002435136,0.00007326195,0.00002046982,0.01044908,0.0008056204,0.001481172,0.00004039397,0.004345855,0.0005545247],"study_design_scores_gemma":[0.0005212454,0.00009525572,0.9927329,0.00001932042,0.00003898999,0.000002553641,0.001868205,0.0005023826,0.0009650175,0.0001264423,0.003016069,0.0001115592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906111,0.0000332581,0.0001194474,0.007710965,0.00005061072,0.0005332725,0.0001162798,0.000004710476,0.0008202901],"genre_scores_gemma":[0.9961672,0.000174577,0.0002034201,0.00325494,0.00005548737,0.00005976286,0.00002004311,0.00001028034,0.00005430037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01086278,"threshold_uncertainty_score":0.8603222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02725694905858042,"score_gpt":0.2040485580957034,"score_spread":0.176791609037123,"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."}}