{"id":"W2947092128","doi":"10.1002/cjce.23533","title":"Advancement in treatment of wastewater: Fate of emerging contaminants","year":2019,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Sewage treatment; Wastewater; Reuse; Environmental science; Wetland; Water scarcity; Contamination; Industrial wastewater treatment; Environmental planning; Waste management; Environmental engineering; Water resources; Ecology; Engineering; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009820339,0.00007724363,0.0001789549,0.00003518434,0.000007438591,0.000003006452,0.0001320483,0.00002256728,0.0003093537],"category_scores_gemma":[0.00001217898,0.00005102219,0.00005136579,0.00007851651,0.00006628885,0.00006787925,0.00001582656,0.00006830179,0.000009465554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002758757,"about_ca_system_score_gemma":0.0000174698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001046321,"about_ca_topic_score_gemma":0.00009832258,"domain_scores_codex":[0.9993524,0.000007522456,0.0002621918,0.00005467575,0.0001264365,0.0001967556],"domain_scores_gemma":[0.999634,0.00002613142,0.00008291528,0.00007875765,0.000002610177,0.0001756125],"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":[0.0000124622,0.00003136896,0.01968175,0.00001581671,0.00001446906,0.00001430783,0.0003788169,0.02471844,0.9526029,0.00001753486,0.000003314017,0.002508798],"study_design_scores_gemma":[0.0005704818,0.0001135316,0.007438723,0.0001001591,0.00001244045,0.0000194314,0.00003082208,0.002328385,0.9884825,0.00001831964,0.0008178526,0.00006739979],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993519,0.0001362168,0.00001023741,0.000163055,0.00007031525,0.00006515974,0.000002945754,7.605481e-7,0.00019943],"genre_scores_gemma":[0.9997786,0.00001988932,0.0001294005,0.0000144901,0.00001044628,2.483467e-7,3.500383e-7,0.000006008168,0.00004055893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03587954,"threshold_uncertainty_score":0.3387206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0106421411436113,"score_gpt":0.2219278265172624,"score_spread":0.2112856853736511,"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."}}