{"id":"W2150461836","doi":"10.1111/ddi.12391","title":"Predicting invasiveness of species in trade: climate match, trophic guild and fecundity influence establishment and impact of non‐native freshwater fishes","year":2015,"lang":"en","type":"article","venue":"Diversity and Distributions","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Center for Sponsored Coastal Ocean Research; U.S. Geological Survey; U.S. Fish and Wildlife Service; Virginia Polytechnic Institute and State University","keywords":"Guild; Invasive species; Ecology; Introduced species; Trophic level; Biology; Fecundity; Freshwater fish; Range (aeronautics); Fishery; Geography; Fish <Actinopterygii>; Habitat; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008941129,0.0004128853,0.0001536163,0.0006072717,0.0002481657,0.0007816572,0.0003167973,0.0002901813,0.001468156],"category_scores_gemma":[0.001897219,0.0001849596,0.0005636335,0.0003440364,0.0002586342,0.0004683649,0.0004875606,0.0003221114,0.0002189582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006857785,"about_ca_system_score_gemma":0.000608277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03239439,"about_ca_topic_score_gemma":0.05739026,"domain_scores_codex":[0.9998322,0.00005351924,0.000008601414,0.00005818624,0.00001764216,0.00002984555],"domain_scores_gemma":[0.9987726,0.0006279071,0.0002586666,0.00006465845,0.0001311349,0.0001449924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006014846,0.00003565888,0.9582995,0.000009012331,0.0000881605,0.00003062307,0.00004007102,0.03735774,0.0007568971,0.00007761041,0.0002304943,0.003013966],"study_design_scores_gemma":[0.000007292525,0.00007061929,0.5739579,0.000009497323,0.00005921438,0.00005473078,0.0001952489,0.424565,0.0004870909,0.0003753144,0.0002075984,0.00001046677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982632,0.00002211209,0.001175774,0.00003297967,0.000002376222,0.000003033185,0.0001422002,0.00001963208,0.0003388174],"genre_scores_gemma":[0.9990171,0.00001149518,0.0005477093,0.000005574333,0.000001735143,0.000002254484,0.0001944154,0.000003337668,0.0002162821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03239439,"threshold_uncertainty_score":0.06441164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0195983405457476,"score_gpt":0.2276869002127924,"score_spread":0.2080885596670448,"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."}}