{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005479144,0.0002422518,0.0001366259,0.0008026009,0.000298034,0.0002868746,0.0001532932,0.0001246069,0.0006914973],"category_scores_gemma":[0.0006430795,0.00007525129,0.0001626236,0.000380443,0.0003028394,0.0002308316,0.0005114076,0.0001095782,0.00007557072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003765253,"about_ca_system_score_gemma":0.0004777958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01555203,"about_ca_topic_score_gemma":0.02871786,"domain_scores_codex":[0.9998306,0.00005297843,0.00001806567,0.00002452326,0.0000457486,0.00002797527],"domain_scores_gemma":[0.999564,0.00007077013,0.0001942345,0.00002391789,0.00007986046,0.00006720335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004340757,0.00001230168,0.9926394,0.00001214137,0.00001487495,0.00007556485,0.0002780049,0.0005301975,0.001824554,0.00003327685,0.00004749622,0.004488921],"study_design_scores_gemma":[0.00000101236,0.00004296226,0.9982066,0.000005103416,0.00000607498,0.00004268529,0.0004002784,0.000920862,0.0002366242,0.00004079185,0.00009477382,0.000002197568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994376,0.0000180368,0.0001377718,0.000008576826,7.463827e-7,0.000004616392,0.00005918823,0.000003187782,0.0003302498],"genre_scores_gemma":[0.9995615,0.00002075993,0.0001961789,0.000003170325,4.970198e-7,0.000004818767,0.00008793874,4.300433e-7,0.0001247714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01555203,"threshold_uncertainty_score":0.03092301,"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."}}