{"id":"W2084423904","doi":"10.2118/164129-ms","title":"Laboratory Evaluation of H2S Bioscavenging in Produced Water at 60°C","year":2013,"lang":"en","type":"article","venue":"SPE International Symposium on Oilfield Chemistry","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Nitrate; Environmental chemistry; Sulfate; Sulfide; Sulfate-reducing bacteria; Microbial population biology; Chemistry; Microorganism; Biomass (ecology); Bacteria; Ecology; Biology; 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":[0.0004883157,0.000555485,0.0003726729,0.0002004426,0.0005850699,0.0004711852,0.0003523286,0.000441679,0.0007019432],"category_scores_gemma":[0.0006971655,0.0002203404,0.0004408237,0.0002804959,0.0003937232,0.0002608688,0.000304692,0.0004665186,0.0002025539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006213469,"about_ca_system_score_gemma":0.0005271625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005733347,"about_ca_topic_score_gemma":0.005721546,"domain_scores_codex":[0.9995049,0.0001032765,0.0000476083,0.0001179521,0.000154972,0.00007114869],"domain_scores_gemma":[0.9996141,0.000114093,0.00005768694,0.0000349885,0.0001339244,0.0000453015],"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":[0.000194997,0.0001409215,0.0007589958,0.00003390437,0.000007884358,0.00003362054,0.00005566553,0.0002584414,0.9977803,0.00001225524,0.00002270679,0.0007004373],"study_design_scores_gemma":[0.00003139079,0.001972859,0.004037754,0.000006505046,0.00002278084,0.00002359291,0.00007789677,0.001112113,0.9924676,0.00001795042,0.0002209163,0.000008604678],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981337,0.0000660511,0.001119329,0.00002973799,0.00001800681,0.00005521861,0.0002727459,0.00002912829,0.0002762229],"genre_scores_gemma":[0.9964061,0.0001658884,0.002174321,0.00003311433,0.0000116641,0.00009334328,0.0004143073,0.00001653207,0.0006847212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005733347,"threshold_uncertainty_score":0.01139992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008720774304384692,"score_gpt":0.2221005578654385,"score_spread":0.2133797835610538,"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."}}