{"id":"W599458452","doi":"10.1021/acs.est.5b01111","title":"Perchlorate in Lake Water from an Operating Diamond Mine","year":2015,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Chemical Analysis and Environmental Impact","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Innovates; Smiths Detection (Canada); University of Waterloo","funders":"","keywords":"Perchlorate; Hydrology (agriculture); Snow; Environmental science; Shelf ice; Geology; Environmental chemistry; Oceanography; Chemistry; Arctic; Geomorphology","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":[0.0001370087,0.000171318,0.0003076894,0.0003349376,0.001093767,0.0007546893,0.00036609,0.00040464,0.0003822382],"category_scores_gemma":[0.0003096992,0.0001676363,0.0001176923,0.0007405099,0.0004896874,0.0002673479,0.0005006049,0.0002097203,0.0001251883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002674387,"about_ca_system_score_gemma":0.002260185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3102494,"about_ca_topic_score_gemma":0.5196777,"domain_scores_codex":[0.9997119,0.00001616721,0.00001271527,0.00005873192,0.0001409427,0.00005941885],"domain_scores_gemma":[0.9997565,0.00001716886,0.00005042873,0.000003632199,0.0001309743,0.00004125576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005046554,0.00009225011,0.7831587,0.0001350168,0.00003921067,0.0007520003,0.003115873,0.0003090179,0.1980601,0.00005044915,0.0003158515,0.01346689],"study_design_scores_gemma":[0.00001567744,0.0002792889,0.9760677,0.00001393934,0.00002566136,0.0003249914,0.003702984,0.0006721833,0.01553406,0.00004773907,0.003300533,0.0000151666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994523,0.00003958808,0.00003810883,0.00001190819,7.611933e-7,0.00000579673,0.0001197514,0.00000250461,0.000329352],"genre_scores_gemma":[0.9976539,0.0001554254,0.0003968256,0.00004855503,0.000002405319,0.00001186771,0.0005243173,0.000003414929,0.001203338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3102494,"threshold_uncertainty_score":0.616887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01150162619537019,"score_gpt":0.2312119037641803,"score_spread":0.2197102775688101,"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."}}