{"id":"W2078284906","doi":"10.2118/141217-ms","title":"Treatment of Mercaptans in Canadian Condensate","year":2011,"lang":"en","type":"article","venue":"SPE International Symposium on Oilfield Chemistry","topic":"Odor and Emission Control Technologies","field":"Chemical Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Odor; Acrolein; Chemistry; Dimethyl sulfide; Dimethyl disulfide; Sulfur; Diluent; Sulfide; Scavenger; Organic chemistry; Waste management; Radical; Catalysis","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":[0.00002354714,0.0001141557,0.0001393366,0.00004626515,0.00001053685,0.000004804866,0.0002354866,0.0001470952,0.001743517],"category_scores_gemma":[0.00004808715,0.0001027352,0.00006648939,0.00005000018,0.00002641404,0.00002730486,0.00001574097,0.00009778552,0.00002139622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002121468,"about_ca_system_score_gemma":0.00003655507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0332297,"about_ca_topic_score_gemma":0.003013667,"domain_scores_codex":[0.9993273,0.000002309002,0.000202322,0.0001633293,0.0001148186,0.0001898957],"domain_scores_gemma":[0.9996178,0.00003510182,0.00003984046,0.000181843,0.00003420909,0.000091266],"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":[0.00007087109,0.0001560603,0.006038385,0.00001766087,0.00006765874,0.00007484879,0.0002926765,0.0001379581,0.9871858,0.002263546,0.00009535042,0.003599201],"study_design_scores_gemma":[0.0004964693,0.00003755006,0.0001988752,0.00003081663,0.000005388754,0.000006441262,0.00008198461,0.00152535,0.9923579,0.0003257238,0.004825813,0.000107697],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5205003,0.00003976933,0.00001934666,0.001935179,0.0002089576,0.00004550529,0.00002943668,0.00006585067,0.4771557],"genre_scores_gemma":[0.995939,0.0001043509,0.0001277418,0.00003701623,0.00005288572,0.00001235142,0.00001033109,0.000009283166,0.003707079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4754387,"threshold_uncertainty_score":0.9991691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01882406375422672,"score_gpt":0.2367688606029858,"score_spread":0.2179447968487591,"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."}}