{"id":"W3127608534","doi":"10.1111/eff.12568","title":"Dynamics of the seasonal migration of Round Goby (<i>Neogobius melanostomus</i>, Pallas 1814) and implications for the Lake Ontario food web","year":2021,"lang":"en","type":"article","venue":"Ecology Of Freshwater Fish","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Round goby; Neogobius; Fishery; Population; Food web; Goby; Ecology; Range (aeronautics); Predation; Geography; Biology; Environmental science; Fish <Actinopterygii>","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001618481,0.00008065374,0.0001674835,0.00001270102,0.0001881541,0.000004898039,0.000196449,0.00007569428,0.0005574519],"category_scores_gemma":[0.00004757131,0.00005455695,0.00006415739,0.00007741275,0.0005164472,0.00005441459,0.0003009142,0.00007368279,0.000001577826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005579507,"about_ca_system_score_gemma":0.00003381761,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003365508,"about_ca_topic_score_gemma":0.9916357,"domain_scores_codex":[0.999358,0.0000466548,0.0002110047,0.000171166,0.00006792801,0.0001452583],"domain_scores_gemma":[0.9993404,0.0002381605,0.0001511743,0.000222717,0.00003249039,0.00001504268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000149673,0.00008165598,0.9450566,0.00001717908,0.0001281974,2.060467e-7,0.0003873729,0.00008701112,0.0003545513,0.001086546,0.05268337,0.0001023308],"study_design_scores_gemma":[0.0003389268,0.0001303257,0.9547881,0.000003548073,0.00009417995,0.00000332433,0.00009528696,0.0002085713,0.0007097187,0.002534206,0.04104235,0.00005144387],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728596,0.00001904215,0.00007174566,0.0241036,0.0001633195,0.0003406184,0.000457906,0.000004834529,0.001979379],"genre_scores_gemma":[0.9958586,0.00004904302,0.0003934579,0.0008517632,0.00001003648,0.00007266375,0.00004939911,0.00000512137,0.002709979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9912991,"threshold_uncertainty_score":0.6103707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00856047546173724,"score_gpt":0.1973924278158244,"score_spread":0.1888319523540872,"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."}}