{"id":"W2556882824","doi":"10.2118/183123-ms","title":"New Process for Complete Removal of H2S from Gas Streams and Conversion to Elemental Sulfur","year":2016,"lang":"en","type":"article","venue":"","topic":"Oil, Gas, and Environmental Issues","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Claus process; Sour gas; Sweetening; Natural gas; Process engineering; Flue gas; Amine gas treating; Waste management; Reboiler; Process (computing); Sulfur; Environmental science; Chemistry; Computer science; Engineering; Sweetening agents; Environmental engineering; Mechanical engineering; Hydrogen sulfide; Organic chemistry; Heat exchanger","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003049872,0.00009982521,0.0001499981,0.00002205855,0.00003023018,0.000007448935,0.00008114536,0.0000346197,0.001400207],"category_scores_gemma":[0.000007129912,0.00006834118,0.00003151405,0.00002319074,0.00003631792,0.00009341408,0.00005001968,0.00001347969,0.00006488439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000272829,"about_ca_system_score_gemma":0.000006098915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004139732,"about_ca_topic_score_gemma":0.0007124998,"domain_scores_codex":[0.9993811,0.000008529475,0.00014417,0.0002005763,0.0001140779,0.0001515507],"domain_scores_gemma":[0.9996774,0.00004933757,0.00003748269,0.0001146129,0.00000817961,0.0001129749],"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":[0.0007260724,0.0001311052,0.01792904,0.00007421241,0.0001112084,0.00001036805,0.001466734,0.0000217651,0.6926049,0.002551675,0.00850936,0.2758636],"study_design_scores_gemma":[0.004102568,0.000638734,0.007344792,0.00009913166,0.00005053479,0.000007438212,0.002333293,0.0001246382,0.8451164,0.004455533,0.1353901,0.0003367275],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941919,0.00005653521,0.0008534443,0.0004570801,0.00006908069,0.0001462407,0.00008256757,0.00002514075,0.004117975],"genre_scores_gemma":[0.9892065,0.00003483774,0.005138511,0.000146095,0.0000927561,0.00000457584,0.00003677326,0.00001515363,0.005324783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2755269,"threshold_uncertainty_score":0.9995127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02016077906085872,"score_gpt":0.2454964992304586,"score_spread":0.2253357201695999,"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."}}