{"id":"W2035501449","doi":"10.2118/97306-ms","title":"Dealing With H2S in Heavy-Oil Thermal Projects","year":2005,"lang":"en","type":"article","venue":"","topic":"Industrial Gas Emission Control","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tonne; Sour gas; Natural gas; Capital cost; Waste management; Sulfur; Environmental science; Amine gas treating; Petroleum engineering; Process engineering; Engineering; Environmental engineering; Materials science; Metallurgy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009534579,0.00009166243,0.0001023123,0.00005753178,0.00001618879,0.00001674531,0.00006501966,0.00006420084,0.0002443398],"category_scores_gemma":[0.00001149307,0.00006817879,0.00001456326,0.00009328963,0.00000673312,0.00008345312,0.000007381863,0.000162525,0.00004317651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005503932,"about_ca_system_score_gemma":0.0000222143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004520444,"about_ca_topic_score_gemma":0.0001084427,"domain_scores_codex":[0.9994724,0.000008533964,0.000125512,0.00008881474,0.00009331798,0.0002113543],"domain_scores_gemma":[0.9998082,0.00002193246,0.000008660092,0.0001031523,0.0000118574,0.00004619788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001795974,0.00004770013,0.002134665,0.00003286566,0.00004040559,0.00004204367,0.0007238675,0.4766618,0.02599696,0.001346096,0.001536058,0.4912579],"study_design_scores_gemma":[0.007814899,0.0001413353,0.00121915,0.0002862006,0.00002391392,0.0000367558,0.0003407894,0.696718,0.1699934,0.00001453516,0.1224155,0.0009956094],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7620062,0.00008746013,0.0007606709,0.0006405963,0.00009212448,0.0001372802,6.446994e-7,0.0004208309,0.2358542],"genre_scores_gemma":[0.9950749,0.000003763605,0.003114196,0.0001049468,0.0002353903,0.00001347458,5.481272e-7,0.00002357387,0.001429189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4902623,"threshold_uncertainty_score":0.278025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01535469831285096,"score_gpt":0.2096232841816209,"score_spread":0.19426858586877,"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."}}