{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003104213,0.0001981808,0.0002348368,0.00002173731,0.001802676,0.00006321395,0.0007051323,0.0001937428,0.003634568],"category_scores_gemma":[0.0007104871,0.0001349656,0.00009347825,0.00006019656,0.0010044,0.0002431673,0.001718865,0.0001985221,0.003640722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007349008,"about_ca_system_score_gemma":0.000005515029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003174043,"about_ca_topic_score_gemma":0.003307126,"domain_scores_codex":[0.9985933,0.00009229116,0.000220241,0.0005127548,0.0001426353,0.000438818],"domain_scores_gemma":[0.9989358,0.0001689814,0.0001236964,0.0006323032,0.000008001968,0.0001312446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007297339,0.0004925007,0.8134304,0.00001115292,0.00006234768,0.0001135101,0.0002449795,0.00004604104,0.008880244,0.002443906,0.1649276,0.009274349],"study_design_scores_gemma":[0.0003209713,0.0002478939,0.9008793,0.00001241409,0.00001268857,0.000003644283,0.00009286449,0.00002140561,0.0003624189,0.003395524,0.09443297,0.0002179546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8761097,0.00002541288,0.00009692938,0.002983587,0.0003817331,0.0003108927,0.00002015504,0.00009719364,0.1199744],"genre_scores_gemma":[0.9917142,0.0003636397,0.0003407341,0.001553054,0.00004283485,0.00006273574,0.00002103687,0.000006366483,0.005895416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1156045,"threshold_uncertainty_score":0.9994968,"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."}}