{"id":"W2508756697","doi":"10.1021/acs.est.6b03050","title":"Comparison of Nitrilotriacetic Acid and [<i>S</i>,<i>S</i>]-Ethylenediamine-<i>N</i>,<i>N</i>′-disuccinic Acid in UV–Fenton for the Treatment of Oil Sands Process-Affected Water at Natural pH","year":2016,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Natural Resources Limited; University of Alberta; Natural Sciences and Engineering Research Council of Canada; Total; Syncrude; Alberta Environment and Parks; Helmholtz-Gemeinschaft; Shell","keywords":"EDDS; Nitrilotriacetic acid; Chemistry; Ethylenediamine; Chelation; Environmental chemistry; Photodissociation; Ozone; Nuclear chemistry; Inorganic chemistry; Photochemistry; Organic chemistry; Heavy metals","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002798889,0.0004131522,0.0002731591,0.0001952973,0.0001114662,0.0002228713,0.00028147,0.0004153031,0.0004588855],"category_scores_gemma":[0.0002822264,0.0001995407,0.0003184665,0.0001603745,0.0001576697,0.0002396487,0.0001579645,0.0002260627,0.0001713755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000232522,"about_ca_system_score_gemma":0.0002094617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00176928,"about_ca_topic_score_gemma":0.00358934,"domain_scores_codex":[0.9998395,0.00003322194,0.00001647051,0.00003076679,0.00004819669,0.00003178075],"domain_scores_gemma":[0.9998451,0.00003274939,0.0000378224,0.000009745783,0.0000491163,0.00002543886],"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":[0.0002869007,0.00003082132,0.0002077477,0.0001294679,0.00001361452,0.00003612689,0.00002479541,0.0002456401,0.9949551,0.00004129981,0.00002822579,0.004000139],"study_design_scores_gemma":[0.000008093467,0.0004961476,0.001448765,0.000003708245,0.00002326201,0.00005603148,0.00001934716,0.001044028,0.9961582,0.0000102631,0.0007276023,0.000004618218],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930494,0.002272211,0.003236759,0.00004247775,0.00002362035,0.00002870989,0.00006097443,0.00003383636,0.001252027],"genre_scores_gemma":[0.9927718,0.001405162,0.003656756,0.00002804453,0.000006701595,0.00002355697,0.0001301076,0.00001146048,0.001966401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00176928,"threshold_uncertainty_score":0.003517985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008139546652797806,"score_gpt":0.2597700463018711,"score_spread":0.2516304996490732,"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."}}