{"id":"W2045919308","doi":"10.1111/fwb.12133","title":"Decadal‐scale regional changes in <scp>C</scp>anadian freshwater zooplankton: the likely consequence of complex interactions among multiple anthropogenic stressors","year":2013,"lang":"en","type":"article","venue":"Freshwater Biology","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Science Centre; York University","funders":"Natural Sciences and Engineering Research Council of Canada; York University","keywords":"Zooplankton; Ecology; Threatened species; Ecosystem; Stressor; Species richness; Biodiversity; Environmental science; Freshwater ecosystem; Environmental change; Biology; Climate change; Habitat","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001999552,0.0002572767,0.0003327507,0.0001211248,0.0002603169,0.00001868138,0.0005715342,0.0002875376,0.01394518],"category_scores_gemma":[0.00006670104,0.0001834386,0.00008157362,0.0001928434,0.00353647,0.000178934,0.0003609177,0.0003681109,0.0009333866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001473459,"about_ca_system_score_gemma":0.00001103997,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007616775,"about_ca_topic_score_gemma":0.5586104,"domain_scores_codex":[0.9979416,0.0003461509,0.0003986734,0.0005093784,0.0001080339,0.0006962344],"domain_scores_gemma":[0.9986642,0.0005950768,0.0001797217,0.0004051405,0.000008709601,0.0001471706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001075081,0.0001362543,0.7502083,0.00000501704,0.00003001243,0.00002077471,0.0008296397,0.0002832316,0.2322004,0.00002056139,0.01598765,0.0002674379],"study_design_scores_gemma":[0.0007544232,0.0003544472,0.782982,0.00001824247,0.00001925654,0.0001453678,0.001223923,0.00221066,0.0836745,0.00111793,0.1273032,0.0001960276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956023,0.0000617885,0.00002406093,0.002240794,0.0002805998,0.0005364287,0.0002095463,0.00002618268,0.001018327],"genre_scores_gemma":[0.9959335,0.00007883917,0.0007770935,0.001286507,0.00005799401,0.0002269677,0.0001619283,0.00001990099,0.001457222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5509937,"threshold_uncertainty_score":0.9998445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02365692245327192,"score_gpt":0.2446409908340236,"score_spread":0.2209840683807517,"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."}}