{"id":"W1994666202","doi":"10.1007/s10661-009-1002-x","title":"Recovery of benthic invertebrate communities from acidification in Killarney Park lakes","year":2009,"lang":"en","type":"article","venue":"Environmental Monitoring and Assessment","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trent University; Queen's University; University of Waterloo; Laurentian University","funders":"","keywords":"Mayfly; Benthic zone; Invertebrate; Environmental science; Ecology; National park; Habitat; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002026431,0.0001405072,0.0001791396,0.00003328379,0.0001185368,0.00001569543,0.0001331207,0.00009274559,0.0008653437],"category_scores_gemma":[0.000003301288,0.0001378677,0.00002981362,0.00005675377,0.0001721744,0.0002262215,0.00008772876,0.000211249,0.00006267363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002010285,"about_ca_system_score_gemma":0.000006949381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004232823,"about_ca_topic_score_gemma":0.00007165359,"domain_scores_codex":[0.9990455,0.0001196866,0.0002693313,0.0001907712,0.0001928368,0.0001818801],"domain_scores_gemma":[0.9995688,0.00006058923,0.0001097103,0.0002049438,8.23233e-7,0.00005518928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001047566,0.0002667075,0.9344059,0.000002042946,0.00000680146,0.000003317905,0.0006391296,0.0001643033,0.04615643,0.00002452627,0.00003053565,0.01828989],"study_design_scores_gemma":[0.0003240521,0.0001638729,0.9756702,0.00003298906,0.0000172686,0.000001072654,0.001803361,0.0006031236,0.02032186,0.0008013411,0.0001187093,0.0001421492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983116,0.0001103194,0.00004825782,0.0001430699,0.0001612274,0.0001359242,0.00001211141,0.00001281911,0.001064629],"genre_scores_gemma":[0.9979591,0.0004060248,0.001366691,0.00004967833,0.0000287688,0.00001683855,0.00003577048,0.000006962123,0.0001301517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04126437,"threshold_uncertainty_score":0.9474907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01762431273455772,"score_gpt":0.2561515736301864,"score_spread":0.2385272608956287,"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."}}