{"id":"W2056622761","doi":"10.1007/s11270-014-1868-2","title":"Long-term Trends in Cladoceran Assemblages Related to Acidification and Subsequent Liming of Middle Lake (Sudbury, Canada)","year":2014,"lang":"en","type":"article","venue":"Water Air & Soil Pollution","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bosmina; Zooplankton; Cladocera; Ecology; Paleolimnology; Daphnia; Invertebrate; Environmental science; Abundance (ecology); Species richness; Branchiopoda; Sediment; Biology; Climate change","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001939946,0.000164021,0.0001764037,0.0007205355,0.001598859,0.0007708773,0.0005791219,0.0003817975,0.001944471],"category_scores_gemma":[0.0006688356,0.0001929236,0.0002162556,0.0009010234,0.0006484434,0.0003009459,0.0007312876,0.0004841847,0.0002016065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006876919,"about_ca_system_score_gemma":0.004632107,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9520267,"about_ca_topic_score_gemma":0.9839701,"domain_scores_codex":[0.9998221,0.0000100772,0.000007873513,0.0000338353,0.00003739163,0.00008868953],"domain_scores_gemma":[0.9989887,0.00005194461,0.00019226,0.00002181258,0.0003619858,0.0003832916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002363914,0.00005688801,0.9946478,0.00001204476,0.00005039182,0.00008474851,0.0007678777,0.000101804,0.001640016,0.00003517178,0.0003894656,0.001977315],"study_design_scores_gemma":[7.697462e-7,0.000005474184,0.9996222,0.000001659721,0.000002357614,0.000005146047,0.0002480032,0.00002523214,0.00002591343,0.000001720525,0.000060337,0.000001196505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992294,0.00005494087,0.00001233044,0.00002976022,0.000002072063,0.000004180691,0.0003581117,0.000001716158,0.000307473],"genre_scores_gemma":[0.9985594,0.00005662143,0.00002920476,0.00002395125,0.000002033714,0.000004828217,0.0004776192,0.000001103278,0.0008451688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04797333,"threshold_uncertainty_score":0.09651166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01330325854935132,"score_gpt":0.2223291553317905,"score_spread":0.2090258967824391,"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."}}