{"id":"W3093408916","doi":"10.3390/environments7100089","title":"Developments in Molecular Level Characterization of Naphthenic Acid Fraction Compounds Degradation in a Constructed Wetland Treatment System","year":2020,"lang":"en","type":"article","venue":"Environments","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Regina; Environment and Climate Change Canada","funders":"","keywords":"Naphthenic acid; Orbitrap; Chemistry; Wax; Environmental chemistry; Extraction (chemistry); Degradation (telecommunications); Resin acid; Chromatography; Mass spectrometry; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002971582,0.0002853288,0.0002020243,0.0002956193,0.0001412442,0.0003380232,0.0001928133,0.0002372631,0.0002514235],"category_scores_gemma":[0.0002614547,0.0001332392,0.0002414903,0.0002203694,0.000188461,0.0002928718,0.000233381,0.0003783447,0.000116157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002687756,"about_ca_system_score_gemma":0.0003966158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002266619,"about_ca_topic_score_gemma":0.003240763,"domain_scores_codex":[0.9998019,0.0000239973,0.0000144806,0.00004439886,0.00009852958,0.00001673241],"domain_scores_gemma":[0.9998665,0.00002058618,0.00003843298,0.00001302408,0.00005076706,0.00001069453],"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":[0.00001639229,0.00001129961,0.0003675121,0.0000223796,0.000003295294,0.00000802425,0.000008377412,0.0001284223,0.9965855,0.00002730433,0.000006668076,0.002814793],"study_design_scores_gemma":[0.00000198154,0.0002229761,0.00874317,0.00000361701,0.00001458889,0.00003836255,0.00001703283,0.003130757,0.9867331,0.0000313751,0.001054628,0.000008396232],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9478497,0.0007273256,0.04973876,0.00007003042,0.00001680422,0.0001034708,0.0003395621,0.0002105298,0.0009438585],"genre_scores_gemma":[0.9304485,0.00124809,0.06579881,0.00004779071,0.000009342178,0.0001268839,0.0005627857,0.00003326861,0.001724512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002266619,"threshold_uncertainty_score":0.004506886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0162816312461899,"score_gpt":0.2072283953415915,"score_spread":0.1909467640954016,"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."}}