{"id":"W1979900024","doi":"10.1899/0887-3593(2006)25[19:lbmucd]2.0.co;2","title":"Littoral benthic macroinvertebrates under contrasting drawdown in a reservoir and a natural lake","year":2006,"lang":"en","type":"article","venue":"Journal of the North American Benthological Society","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Benthic zone; Littoral zone; Environmental science; Ecology; Biomass (ecology); Drawdown (hydrology); Benthos; Invertebrate; Oceanography; Hydrology (agriculture); Geology; Biology; Groundwater","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":[],"consensus_categories":[],"category_scores_codex":[0.0003733425,0.0001502345,0.0003060083,0.00001855672,0.0002434261,0.00004916503,0.0003864673,0.00006122119,0.0002757349],"category_scores_gemma":[0.00005825932,0.00009232577,0.0002173729,0.0004076198,0.001387232,0.0002060855,0.000415626,0.0005716656,0.00001634024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001487896,"about_ca_system_score_gemma":0.00001316172,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004852824,"about_ca_topic_score_gemma":0.01860057,"domain_scores_codex":[0.9985887,0.0001850193,0.0003508514,0.0002041265,0.0002817218,0.0003896244],"domain_scores_gemma":[0.9993191,0.0001108183,0.0003554748,0.0001083,0.00001884505,0.0000874922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004258219,0.00009009009,0.9916571,0.000003807454,0.00001511683,0.00002486691,0.0001802649,0.002357254,0.0004107513,0.00001059172,0.0049388,0.0002687936],"study_design_scores_gemma":[0.0005173781,0.0001602665,0.9950886,0.000007596941,0.00002064518,0.0000635415,0.0005705726,0.002079197,0.00005290009,0.0006021148,0.0007160532,0.0001210754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962578,0.0001134015,0.00002677406,0.003222788,0.0001451031,0.00009320527,0.000008458855,0.000009269639,0.0001231825],"genre_scores_gemma":[0.9961714,0.00004009203,0.0007464467,0.002832304,0.00005929521,0.000001141019,0.000002355954,0.000005389715,0.0001416094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01811529,"threshold_uncertainty_score":0.9993074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007189898251921162,"score_gpt":0.1982593918914952,"score_spread":0.1910694936395741,"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."}}