{"id":"W2602121628","doi":"10.1016/j.chemosphere.2017.03.112","title":"Application of UV-irradiated Fe(III)-nitrilotriacetic acid (UV-Fe(III)NTA) and UV-NTA-Fenton systems to degrade model and natural occurring naphthenic acids","year":2017,"lang":"en","type":"article","venue":"Chemosphere","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Shell Canada; Syncrude; Alberta Environment and Parks; Canadian Natural Resources Limited","keywords":"Nitrilotriacetic acid; Chemistry; Naphthenic acid; Hydroxyl radical; Nuclear chemistry; Degradation (telecommunications); Radical; Environmental chemistry; Inorganic chemistry; Chelation; Organic chemistry","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":[0.0002239903,0.000300887,0.0002863557,0.0001490541,0.0002063491,0.0002506308,0.0002150388,0.0004673287,0.0006488758],"category_scores_gemma":[0.0002256421,0.0001615655,0.0002845882,0.0001257076,0.0001757777,0.0001833276,0.0001483143,0.0002439666,0.0001217196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000384559,"about_ca_system_score_gemma":0.0003720577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003004749,"about_ca_topic_score_gemma":0.004432132,"domain_scores_codex":[0.9998565,0.00002335792,0.000009763486,0.00002954696,0.00004107689,0.00003975963],"domain_scores_gemma":[0.9998963,0.00002599242,0.00002048778,0.00001048353,0.00002869919,0.00001803505],"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":[0.0001619824,0.00003571277,0.0001015215,0.00004193431,0.000007756948,0.00002453036,0.00001773959,0.0001307857,0.9982226,0.00002298779,0.00001329967,0.001219108],"study_design_scores_gemma":[0.000007887302,0.0003005301,0.0007066565,0.000002770932,0.00001048669,0.00004070465,0.00001431986,0.0006239518,0.9979813,0.00001121635,0.0002978958,0.000002412758],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958844,0.0008333885,0.002182191,0.00003687162,0.00002944019,0.00003478303,0.0000696249,0.00002382834,0.0009054326],"genre_scores_gemma":[0.9955087,0.0005582441,0.002308951,0.00001686214,0.000006058202,0.00001354387,0.0000939162,0.000004873319,0.001488901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003004749,"threshold_uncertainty_score":0.005974531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01355763846041897,"score_gpt":0.2538524565569278,"score_spread":0.2402948180965088,"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."}}