{"id":"W2517018291","doi":"10.1098/rspb.2016.1125","title":"Multi-trophic level response to extreme metal contamination from gold mining in a subarctic lake","year":2016,"lang":"en","type":"article","venue":"Proceedings of the Royal Society B Biological Sciences","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Impact; Government of Northwest Territories; Queen's University; University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada; National Institute of Standards and Technology","keywords":"Trophic level; Benthic zone; Environmental science; Lake ecosystem; Contamination; Geology; Sediment; Ecology; Ecosystem; Geochemistry; Oceanography; Paleontology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00270539,0.0001743144,0.000229611,0.00001998866,0.0001652434,0.00002771854,0.0009108932,0.0001305141,0.00057188],"category_scores_gemma":[0.001392478,0.00008308372,0.000162611,0.0004936334,0.001384723,0.0001862083,0.0007694107,0.0001065976,0.00007089596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002555018,"about_ca_system_score_gemma":0.0000111596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001832705,"about_ca_topic_score_gemma":0.00005339569,"domain_scores_codex":[0.9979826,0.00007648306,0.0003416225,0.0005944525,0.0005713284,0.0004335553],"domain_scores_gemma":[0.9992149,0.0003919497,0.0001684177,0.00009910244,0.00001211806,0.0001134758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004638725,0.00008186889,0.5348642,0.000001226596,0.00000477993,1.790388e-7,0.0005277238,0.00004312678,0.4617846,0.00001611951,0.0001176582,0.002512062],"study_design_scores_gemma":[0.0003364132,0.0002189657,0.9825701,0.0000447029,0.000007226421,5.702076e-7,0.0005468884,0.001265466,0.01401612,0.0002769253,0.0005497348,0.0001669428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967664,0.0000229809,0.0001475033,0.002357234,0.00008119856,0.0003151866,0.00001987,0.00002170951,0.0002678815],"genre_scores_gemma":[0.9808964,0.00001343634,0.0180421,0.0003340433,0.00002329114,0.000042274,2.330176e-7,0.000005481587,0.0006427442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4477685,"threshold_uncertainty_score":0.6261685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07940893463976868,"score_gpt":0.2633123023543565,"score_spread":0.1839033677145879,"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."}}