{"id":"W2755301726","doi":"10.1002/rra.3196","title":"Invasiveness screening of non‐native fishes for the middle reach of the Yarlung Zangbo River, Tibetan Plateau, China","year":2017,"lang":"en","type":"article","venue":"River Research and Applications","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"China Postdoctoral Science Foundation","keywords":"Misgurnus; Plateau (mathematics); Fishery; Invasive species; Biology; Freshwater fish; Common carp; Introduced species; Ecology; Cyprinus; Zoology; 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":[0.0007100063,0.0004641653,0.0001930143,0.001326933,0.0004721759,0.0005443442,0.0002667422,0.0002366635,0.0004552074],"category_scores_gemma":[0.0006874534,0.0001263349,0.0002789015,0.0007548209,0.0004156721,0.0002757212,0.0004219039,0.0001602765,0.00008161678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000554417,"about_ca_system_score_gemma":0.000781975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03088179,"about_ca_topic_score_gemma":0.07663275,"domain_scores_codex":[0.9997498,0.0000476839,0.00002759004,0.00004745625,0.00008036202,0.0000471423],"domain_scores_gemma":[0.9994116,0.00006921466,0.000224374,0.00002239801,0.0001523083,0.0001201744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004191909,0.0000146454,0.9922917,0.00001816563,0.00001610795,0.0001018177,0.0002713391,0.0002014219,0.003473858,0.00001788788,0.00003136423,0.003519741],"study_design_scores_gemma":[0.000003688734,0.00007331304,0.9975579,0.000007656754,0.00001313139,0.00008936602,0.0006335628,0.001092779,0.0003796895,0.00002975459,0.0001142285,0.000004943364],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994721,0.00004612403,0.0001980274,0.000008638674,0.000001010128,0.000009218561,0.00005328016,0.000004832298,0.0002068364],"genre_scores_gemma":[0.999325,0.00002712839,0.0003171229,0.000008265102,8.820448e-7,0.00001183763,0.0001461136,6.986698e-7,0.0001629575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03088179,"threshold_uncertainty_score":0.06140411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08513661426005815,"score_gpt":0.3350159233415365,"score_spread":0.2498793090814783,"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."}}