{"id":"W2946615380","doi":"10.1051/kmae/2019021","title":"Summer microhabitat use and overlap by the invasive Round Goby (<i>Neogobius melanostomus</i>) and native darters in the Trent River (Ontario, Canada)","year":2019,"lang":"en","type":"article","venue":"Knowledge and Management of Aquatic Ecosystems","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University; Ministry of Natural Resources and Forestry","funders":"Ontario Ministry of Natural Resources and Forestry; Ministry of Natural Resources","keywords":"Round goby; Neogobius; Cobble; Electrofishing; Habitat; Goby; Fishery; Range (aeronautics); Introduced species; Ecology; Endangered species; Invasive species; Biology; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004378193,0.0001889581,0.0002496556,0.00003648871,0.0001687848,0.0000477193,0.0001940278,0.00003649157,0.000070762],"category_scores_gemma":[0.00001221185,0.0001207166,0.0000219762,0.0001210342,0.0002241066,0.0002179448,0.0003667789,0.0001007077,0.00001689066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001618929,"about_ca_system_score_gemma":0.00001474492,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2781047,"about_ca_topic_score_gemma":0.9836229,"domain_scores_codex":[0.9988118,0.0001494508,0.0002576661,0.0003346191,0.0002020436,0.0002444303],"domain_scores_gemma":[0.9992101,0.0004010406,0.0001226126,0.000223132,0.000006545278,0.00003655529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002645174,0.0001098593,0.7819088,0.000322872,0.0002700477,0.00001847222,0.01037605,0.000005631349,0.00003217563,0.001344279,0.205063,0.0005223992],"study_design_scores_gemma":[0.001494981,0.0002091091,0.8475419,0.0001570708,0.0001895556,0.0000072877,0.01354104,0.0003489697,0.00003916188,0.0002359376,0.135945,0.0002900292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972097,0.0007712179,0.000008200233,0.0007168484,0.0001883332,0.0012093,0.00001075764,0.000004609471,0.02499368],"genre_scores_gemma":[0.9934559,0.0005967098,0.00001771685,0.0005047846,0.00000601561,0.00007495058,0.000007961006,0.000007571045,0.005328376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7055182,"threshold_uncertainty_score":0.7267025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009531730019324109,"score_gpt":0.1935143597741866,"score_spread":0.1839826297548625,"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."}}