{"id":"W2142488340","doi":"10.4319/lo.2002.47.3.0626","title":"Assessing the impact of a recent predatory invader: The population dynamics, vertical distribution, and potential prey of <i>Cercopagis pengoi</i> in Lake Ontario","year":2002,"lang":"en","type":"article","venue":"Limnology and Oceanography","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"Aurora College; University of Toronto; Fisheries and Oceans Canada","funders":"","keywords":"Diel vertical migration; Zooplankton; Copepod; Bosmina; Predation; Ecology; Biology; Epilimnion; Abundance (ecology); Population; Bay; Biomass (ecology); Crustacean; Oceanography; Cladocera; Eutrophication; Hypolimnion","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000242139,0.00008883019,0.0001410169,0.00002865218,0.000129928,0.00001123008,0.0001020107,0.0001367851,0.001133563],"category_scores_gemma":[0.00002343255,0.0000529375,0.00004834133,0.0001752025,0.000829388,0.0001723155,0.00006821222,0.0002122848,0.000003129012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004606541,"about_ca_system_score_gemma":0.000008555366,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001152391,"about_ca_topic_score_gemma":0.05609565,"domain_scores_codex":[0.9992214,0.0001569438,0.0002270951,0.0001538672,0.00007872201,0.0001619075],"domain_scores_gemma":[0.9996831,0.00006753267,0.00007413112,0.0001388291,0.000008922698,0.00002750483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001797144,0.0001214954,0.9977252,0.000003287846,0.00001753043,0.000001468332,0.0006606891,0.00004772023,0.00005765604,0.00009637926,0.0002332407,0.00101733],"study_design_scores_gemma":[0.0002799266,0.0001227099,0.9958357,0.000005649802,0.00003951602,0.00001478815,0.0001335067,0.002790876,0.00005242348,0.0006304097,0.00003835932,0.00005617127],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991122,0.00005939819,0.00006750035,0.0003799687,0.00004872804,0.0001675489,0.00001538798,0.000005147699,0.0001440534],"genre_scores_gemma":[0.9997545,0.0001140855,0.00002092948,0.00005292729,0.000004771749,0.000004187042,0.00002963474,0.000002966626,0.00001596897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05494326,"threshold_uncertainty_score":0.9997795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01417300891214141,"score_gpt":0.2417707186074468,"score_spread":0.2275977096953054,"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."}}