{"id":"W4402378198","doi":"10.1039/d4em00227j","title":"Depletion rates of O<sub>2</sub>-naphthenic acids from oil sands process-affected water in wetland microcosms","year":2024,"lang":"en","type":"article","venue":"Environmental Science Processes & Impacts","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Mitacs","keywords":"Microcosm; Oil sands; Environmental chemistry; Sorption; Biotransformation; Naphthenic acid; Environmental science; Wetland; Degradation (telecommunications); Environmental engineering; Chemistry; Ecology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003570991,0.0003139668,0.0003200708,0.0002744749,0.0001867919,0.0002603178,0.0004847973,0.0001245032,0.000310034],"category_scores_gemma":[0.0001011646,0.000227104,0.00008156017,0.0009202157,0.0005845908,0.0009838867,0.0001181457,0.0002676476,0.00007652221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002657648,"about_ca_system_score_gemma":0.0002464908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006229101,"about_ca_topic_score_gemma":0.00004449273,"domain_scores_codex":[0.9974774,0.00001752379,0.0004023213,0.0007488976,0.0006903772,0.0006634967],"domain_scores_gemma":[0.9993625,0.000059862,0.0001090555,0.0002422147,0.00002187437,0.0002044925],"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":[0.00003369998,0.0001671761,0.02458614,0.0006066567,0.00002719409,0.00001586147,0.001425671,0.00008715421,0.9614618,2.227609e-7,0.000005258603,0.01158317],"study_design_scores_gemma":[0.0003737932,0.00003697869,0.006568829,0.0006344861,0.0000585564,0.00001654689,0.0005275012,0.0008576107,0.9903639,0.00014248,0.0001100156,0.0003093282],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962757,0.002704575,0.0000227485,0.00008983452,0.00004049685,0.00001633423,0.00006562861,0.0000883012,0.0006964051],"genre_scores_gemma":[0.9988961,0.0006258594,0.00004284081,0.00003129657,0.00007076672,0.00002066762,0.0001253769,0.00003163302,0.0001554561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02890208,"threshold_uncertainty_score":0.9261031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005875740269103115,"score_gpt":0.2361692000050513,"score_spread":0.2302934597359482,"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."}}