{"id":"W2763681941","doi":"10.1007/s11356-017-0329-z","title":"Fate of toxic metals during estuarine mixing of fresh water with saline water","year":2017,"lang":"en","type":"article","venue":"Environmental Science and Pollution Research","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Flocculation; Environmental chemistry; Estuary; Salinity; Seawater; Manganese; Biota; Zinc; Environmental science; Saline water; Water column; Pollutant; Water pollution; Chemistry; Environmental engineering; Ecology; Biology","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003693196,0.0001737216,0.0002480554,0.0001461851,0.001249535,0.00006817811,0.0008006337,0.00006102285,0.002720131],"category_scores_gemma":[0.00006429775,0.0001027538,0.00004112042,0.0001199149,0.008389002,0.0007997337,0.00190598,0.0002227003,0.0002134247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003075991,"about_ca_system_score_gemma":0.00001293467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008266419,"about_ca_topic_score_gemma":0.00006103314,"domain_scores_codex":[0.9960321,0.0001282754,0.0003471439,0.0005723548,0.002104561,0.0008155814],"domain_scores_gemma":[0.9988254,0.00001928485,0.00008707234,0.0008189615,0.000008192791,0.0002410763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005184942,0.0001218499,0.0426243,0.00001451748,0.000009748819,0.000007557791,0.0005933573,0.0006167229,0.9545548,0.00001136468,0.000009686628,0.001384225],"study_design_scores_gemma":[0.0003183669,0.0001546691,0.3371627,0.00001492967,0.000006839465,0.00001008253,0.000169741,0.0001407433,0.6614735,0.00004795345,0.000395041,0.0001053837],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996729,0.00003411957,0.00002684702,0.0005549408,0.00004245756,0.0003376648,0.00001030836,0.0000067946,0.002257871],"genre_scores_gemma":[0.9982752,0.00012653,0.0005944158,0.00002113998,0.00002256771,0.00001936938,0.000003114218,0.00001497227,0.0009227487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2945384,"threshold_uncertainty_score":0.9981915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03234538581527105,"score_gpt":0.3101758406011796,"score_spread":0.2778304547859085,"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."}}