{"id":"W4399779151","doi":"10.1002/ieam.4969","title":"Guidance on assessing the potential impacts of selenium in freshwater ecosystems","year":2024,"lang":"en","type":"review","venue":"Integrated Environmental Assessment and Management","topic":"Selenium in Biological Systems","field":"Nursing","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; International Institute for Sustainable Development","funders":"","keywords":"Abiotic component; Freshwater ecosystem; Trophic level; Aquatic ecosystem; Habitat; Freshwater fish; Ecology; Biology; Invertebrate; Reproductive success; Environmental science; Biotic component; Ecosystem; Fish <Actinopterygii>; Fishery; Environmental health; Population","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008915189,0.0007607015,0.001348228,0.0003307746,0.0001030566,0.0002518465,0.0005076381,0.0003498139,0.0001231132],"category_scores_gemma":[0.000004480195,0.0004019862,0.0003596294,0.0003235183,0.0001639838,0.0001226672,0.0003556434,0.0008087089,0.00009934127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001199638,"about_ca_system_score_gemma":0.00001763538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002877912,"about_ca_topic_score_gemma":0.0001258166,"domain_scores_codex":[0.9961383,0.0006914709,0.001266496,0.0008460075,0.0005320808,0.0005256824],"domain_scores_gemma":[0.9987759,0.0001249416,0.0004887682,0.000520814,0.000005909405,0.00008367483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001024611,0.001305672,0.002250523,0.05294339,0.002159706,0.0002451018,0.0002644479,0.00006393162,0.001322532,0.0009641903,0.01475911,0.9236189],"study_design_scores_gemma":[0.0004061584,0.0002981807,0.001083106,0.02332161,0.001294358,0.00004080702,0.00063999,0.0005376429,0.00005209551,0.0000878956,0.9716114,0.0006267701],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006132834,0.9864805,0.00003995472,0.0001458443,0.002414459,0.00292929,0.000172878,0.0000852902,0.001598938],"genre_scores_gemma":[0.1965607,0.8020743,0.0002122641,0.00006217315,0.000142406,0.0003402675,0.0003263816,0.00007775499,0.0002038007],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9568523,"threshold_uncertainty_score":0.9998432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02227895807730748,"score_gpt":0.3270990754815276,"score_spread":0.3048201174042201,"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."}}