{"id":"W2213527255","doi":"10.1890/es15-00371.1","title":"Disentangling the influence of abiotic variables and a non‐native predator on freshwater community structure","year":2015,"lang":"en","type":"article","venue":"Ecosphere","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Neogobius; Round goby; Abiotic component; Ecology; Benthic zone; Biology; Introduced species; Trophic level; Trophic cascade; Predation; Goby; Invasive species; Predator; Fishery; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002224437,0.00008877631,0.0001033279,0.000003616296,0.0001705347,0.00001121644,0.0002087922,0.0000668819,0.003035033],"category_scores_gemma":[0.0000680448,0.00005400676,0.00001367225,0.00006688851,0.0003073189,0.0001211707,0.0001663662,0.0002261365,0.0001830035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005025495,"about_ca_system_score_gemma":0.00001250781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003507987,"about_ca_topic_score_gemma":0.004438064,"domain_scores_codex":[0.9993989,0.0001401475,0.0001162304,0.0001047653,0.0001155471,0.0001243965],"domain_scores_gemma":[0.9995402,0.0001018363,0.00006735628,0.0002258667,0.00001034012,0.00005436755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001096406,0.0003275595,0.9133465,0.00003067508,0.00005016927,0.00001168629,0.02350082,0.01727972,0.004292922,0.000249364,0.03963668,0.001164243],"study_design_scores_gemma":[0.0008202598,0.0004194097,0.9654823,0.00004779498,0.00006619778,0.000008912074,0.003762659,0.009461939,0.01034025,0.008859674,0.0004877943,0.000242819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970512,0.00000715889,0.00000552319,0.0001024782,0.00005387635,0.0001649098,0.00003036079,0.000007584496,0.002576943],"genre_scores_gemma":[0.99907,9.02041e-7,0.0003872918,0.0002508997,0.000009611869,0.000004585896,0.000004463789,0.000005544988,0.0002667073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05213575,"threshold_uncertainty_score":0.9978763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01247387795409746,"score_gpt":0.2240863166676502,"score_spread":0.2116124387135528,"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."}}