{"id":"W2909046968","doi":"10.1080/07011784.2018.1554453","title":"How appropriate are Canadian Water Quality Guidelines for protecting freshwater aquatic life from toxic chemicals in naturally-discharging groundwater?","year":2019,"lang":"en","type":"article","venue":"Canadian Water Resources Journal / Revue canadienne des ressources hydriques","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada","funders":"Environment and Climate Change Canada; U.S. Environmental Protection Agency","keywords":"Water quality; Groundwater; Environmental science; Environmental planning; Aquatic ecosystem; Water resource management; Environmental protection; Environmental chemistry; Engineering; Ecology; Chemistry; Biology","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":[0.02275163,0.001142584,0.001382144,0.00524035,0.006539231,0.008398491,0.00511809,0.005732559,0.006150493],"category_scores_gemma":[0.05417787,0.0006829454,0.001717488,0.007098986,0.00660962,0.004591823,0.002090883,0.00589273,0.0009593863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06498361,"about_ca_system_score_gemma":0.2741104,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9735141,"about_ca_topic_score_gemma":0.9878554,"domain_scores_codex":[0.9774742,0.004088425,0.001767006,0.0008036453,0.0132311,0.002635675],"domain_scores_gemma":[0.9290217,0.006239664,0.00341185,0.001226904,0.05635292,0.003747018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001958248,0.0003572047,0.02896526,0.00391706,0.0003604398,0.0004470495,0.00293485,0.004023707,0.003817206,0.07783157,0.6352398,0.24191],"study_design_scores_gemma":[0.0001405469,0.00009876418,0.06908553,0.006515794,0.0006603556,0.0001827784,0.008001475,0.002102231,0.002494455,0.02408694,0.8862001,0.0004310688],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02857397,0.04720496,0.01038797,0.7400905,0.007714732,0.0007880051,0.007532479,0.0006027069,0.1571047],"genre_scores_gemma":[0.4765043,0.1055498,0.1118178,0.2447054,0.002529554,0.00118427,0.005263462,0.0005658576,0.05187954],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06498361,"threshold_uncertainty_score":0.4714913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04935259135709444,"score_gpt":0.2647355116024922,"score_spread":0.2153829202453978,"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."}}