{"id":"W2027958255","doi":"10.1139/f2012-003","title":"Dramatic diatom species assemblage responses in lakes recovering from acidification and metal contamination near Wawa, Ontario, Canada: a paleolimnological perspective","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University; Ministry of the Environment, Conservation and Parks; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Diatom; Paleolimnology; Benthic zone; Sediment; Environmental science; Biogenic silica; Bedrock; Water quality; Relative species abundance; Abundance (ecology); Ecology; Oceanography; Geology; Biology; Paleontology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0001729473,0.0002021888,0.0001810521,0.001265893,0.002158774,0.0009739386,0.0004082205,0.0002813189,0.0008910202],"category_scores_gemma":[0.0003761192,0.0002214952,0.0001292027,0.001474553,0.0009688658,0.000293705,0.0005410786,0.0002266227,0.0001169988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008038406,"about_ca_system_score_gemma":0.004060602,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9264821,"about_ca_topic_score_gemma":0.9827388,"domain_scores_codex":[0.9998515,0.000007271156,0.000006218128,0.00003285263,0.0000436544,0.00005860527],"domain_scores_gemma":[0.9997104,0.0000172431,0.00005103508,0.000008315038,0.0001434188,0.00006960637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001345654,0.00001485129,0.9608312,0.00006177926,0.00003514435,0.0003165016,0.006933753,0.0001035604,0.0218755,0.0001045879,0.0002424643,0.009346086],"study_design_scores_gemma":[6.254093e-7,0.000006311309,0.9985498,0.000002849455,0.000003873126,0.00002525191,0.0008750416,0.00002790018,0.0001580525,0.000004862809,0.000343349,0.000002141936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982633,0.0002082915,0.00004467541,0.00003864263,9.57136e-7,0.000007703213,0.0002805364,0.000003001333,0.001152938],"genre_scores_gemma":[0.9986355,0.0002164324,0.0001208318,0.00003132806,0.000001345179,0.000005880275,0.000267013,0.000002220838,0.0007194605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07351792,"threshold_uncertainty_score":0.1479017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03619245725497897,"score_gpt":0.2503051566765175,"score_spread":0.2141126994215385,"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."}}