{"id":"W2048239317","doi":"10.1007/s10933-014-9778-2","title":"Diatoms indicate that calcium decline, not acidification, explains recent cladoceran assemblage changes in south-central Ontario softwater lakes","year":2014,"lang":"en","type":"article","venue":"Journal of Paleolimnology","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of the Environment, Conservation and Parks; Queen's University","funders":"Japan Society for the Promotion of Science","keywords":"Diatom; Paleolimnology; Ecology; Benthic zone; Climate change; Oceanography; Plankton; Fragilaria; Environmental science; Geology; Biology; Phytoplankton; Nutrient","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001964629,0.000179697,0.0001895919,0.0005740167,0.001478322,0.0008163397,0.0003186937,0.0003300196,0.001818359],"category_scores_gemma":[0.000926207,0.0002881396,0.0001715943,0.0005856186,0.0006321523,0.0004381527,0.0004761571,0.0002053082,0.0001573783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004378468,"about_ca_system_score_gemma":0.002830972,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8036078,"about_ca_topic_score_gemma":0.9331076,"domain_scores_codex":[0.9999142,0.000005308272,0.000007233888,0.00002589572,0.0000190312,0.00002831425],"domain_scores_gemma":[0.9995435,0.00005466004,0.0001314974,0.00002180152,0.0001423415,0.0001060688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000132729,0.000008306923,0.9919088,0.00002275879,0.00003188928,0.00007722399,0.0009462083,0.0001224763,0.004658645,0.00005903946,0.0001272115,0.00190453],"study_design_scores_gemma":[0.000002556804,0.000003857328,0.9992719,0.000002383799,0.00000962337,0.00001165198,0.0003280585,0.0001566315,0.00006979554,0.00001630454,0.0001259023,0.00000136954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999272,0.00006550048,0.00002865377,0.00003512883,0.000001130945,0.00000224381,0.00009789157,0.000001628886,0.0004959652],"genre_scores_gemma":[0.9995967,0.00004364923,0.00002612041,0.00001312971,8.085172e-7,0.000001289311,0.00008049014,0.000001159566,0.000236601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1963922,"threshold_uncertainty_score":0.3950976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02551352656918213,"score_gpt":0.2375670772248927,"score_spread":0.2120535506557106,"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."}}