{"id":"W2314571917","doi":"10.2118/175333-ms","title":"Smoke Free Testing Solution in Sour Heavy Oil Wells Protects Environment and Gains Production","year":2015,"lang":"en","type":"article","venue":"SPE Kuwait Oil and Gas Show and Conference","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Petroleum; Oil reserves; Fossil fuel; Oil field; Crude oil; Enhanced oil recovery; Waste management; Petroleum engineering; Oil well; Geology; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003085345,0.0004640117,0.0003136362,0.0004897679,0.0004207939,0.0004906691,0.0005712204,0.0007275236,0.001974297],"category_scores_gemma":[0.0002837086,0.000219245,0.0003527697,0.0002776757,0.0003134081,0.0004955584,0.0004761792,0.0005251719,0.0008422056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002528177,"about_ca_system_score_gemma":0.0003195659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009608078,"about_ca_topic_score_gemma":0.002751401,"domain_scores_codex":[0.9995227,0.00005684396,0.00002448459,0.00008111566,0.0002541387,0.00006084327],"domain_scores_gemma":[0.9996988,0.00004820424,0.00006588449,0.00002833479,0.0001243931,0.00003438313],"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":[0.0001655347,0.0001121225,0.001187797,0.0001436631,0.000005808234,0.0002820212,0.00007228379,0.000591481,0.9883087,0.0001485637,0.0001637543,0.008818305],"study_design_scores_gemma":[0.000007153033,0.0004838722,0.00153682,0.00001921926,0.00001129218,0.0001494722,0.0001237707,0.002634645,0.993099,0.00008395701,0.001839904,0.00001099797],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632854,0.001278918,0.0287535,0.0003017871,0.0001098676,0.0002294621,0.0002448339,0.0004490529,0.005347208],"genre_scores_gemma":[0.9675959,0.0006571022,0.0240794,0.0001567225,0.00001338062,0.0001052663,0.0002487442,0.00005100807,0.007092425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001974297,"threshold_uncertainty_score":0.006604612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06716614911784508,"score_gpt":0.249925183800329,"score_spread":0.1827590346824839,"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."}}