{"id":"W7015239339","doi":"","title":"Selenium in the prairie waters of southern Manitoba : concentration, speciation, and temporal variation","year":2009,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Selenium in Biological Systems","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Selenium; Marsh; Hydrology (agriculture); Watershed; Sediment; Macrophyte; Genetic algorithm; Mesocosm","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004892479,0.0003956665,0.0003572861,0.001370957,0.001821825,0.001107163,0.0008491842,0.0003842764,0.0008052852],"category_scores_gemma":[0.0008078276,0.0003964329,0.0002336583,0.002885091,0.0009963162,0.0004560367,0.0008609802,0.0004169111,0.0001753338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003329712,"about_ca_system_score_gemma":0.003838317,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.825487,"about_ca_topic_score_gemma":0.9394779,"domain_scores_codex":[0.9998068,0.00003971203,0.00001065672,0.00005779201,0.0000369062,0.00004816249],"domain_scores_gemma":[0.9995463,0.00006991906,0.00008021895,0.00001536627,0.000233323,0.00005486047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003015468,0.00008653147,0.9597163,0.0001158975,0.0001687288,0.0002808461,0.01272329,0.0002194685,0.01233751,0.0001566165,0.0003162311,0.01357698],"study_design_scores_gemma":[0.000006165661,0.00003993956,0.9914415,0.00002688729,0.00002769455,0.00009660467,0.006476507,0.0002239267,0.0005307418,0.00004585159,0.001075104,0.000009035354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982023,0.0004608229,0.0001563339,0.00009014952,0.000004138111,0.00001505594,0.0002667618,0.000004937188,0.000799385],"genre_scores_gemma":[0.9955154,0.0007513996,0.001020128,0.00009816395,0.000004064179,0.00002306897,0.0003942656,0.000007363097,0.00218625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.174513,"threshold_uncertainty_score":0.3510814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01324762973000303,"score_gpt":0.2066298298347023,"score_spread":0.1933822001046992,"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."}}