{"id":"W2761831367","doi":"10.1007/s10530-017-1573-3","title":"Low-head dams facilitate Round Goby Neogobius melanostomus invasion","year":2017,"lang":"en","type":"article","venue":"Biological Invasions","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital; University of Toronto; McGill University","funders":"Fisheries and Oceans Canada; Natural Sciences and Engineering Research Council of Canada; McGill University; Ministry of Natural Resources","keywords":"Round goby; Neogobius; Biology; Goby; Ecology; Abundance (ecology); Introduced species; Fishery; Endangered species; Habitat; Benthic zone; Invasive species; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000140375,0.0001937445,0.000118311,0.0003926638,0.0004757321,0.0003268596,0.0001833237,0.0003638696,0.0050865],"category_scores_gemma":[0.0009349466,0.0001780264,0.0001163408,0.0001270144,0.0004742278,0.0002830474,0.0008428973,0.0002898434,0.0003978843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004544166,"about_ca_system_score_gemma":0.0003793361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009194875,"about_ca_topic_score_gemma":0.05522616,"domain_scores_codex":[0.9998965,0.00002892856,0.000003476736,0.00002199109,0.0000107574,0.0000384135],"domain_scores_gemma":[0.9994148,0.00009407578,0.000257025,0.00003858256,0.0000320329,0.0001634999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001037025,0.0002437401,0.7857534,0.0001239626,0.0001024057,0.0009525507,0.002995856,0.0006337017,0.1854664,0.001378448,0.001447683,0.01986493],"study_design_scores_gemma":[0.000004601879,0.0000617867,0.9964421,0.00001173941,0.00002768878,0.0001134261,0.0009986801,0.0003737725,0.00115247,0.0001051238,0.0007042313,0.000004281981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986319,0.00002687653,0.00005344235,0.00003770822,0.000001899323,0.000002435735,0.00001779894,0.000005490961,0.001222445],"genre_scores_gemma":[0.9992166,0.00002089085,0.00009319923,0.00001816483,0.000001165497,0.000004257328,0.00001658533,0.000002413914,0.0006267184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009194875,"threshold_uncertainty_score":0.01828271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2124550510945519,"score_gpt":0.2879001810884222,"score_spread":0.07544512999387032,"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."}}