{"id":"W2139463812","doi":"10.1115/1.1879044","title":"Surfactant-Enhanced Treatment of Oil-Based Drill Cuttings","year":2004,"lang":"en","type":"article","venue":"Journal of Energy Resources Technology","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pulmonary surfactant; Drill cuttings; Chemistry; Contact angle; Alcohol; Pulp and paper industry; Chemical engineering; Organic chemistry; Materials science; Drilling fluid; Drilling; Engineering; Metallurgy; Biochemistry","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":[0.0001139207,0.0004092457,0.0002433621,0.0002564584,0.0001347943,0.0002304843,0.0002089122,0.0002995507,0.0005023635],"category_scores_gemma":[0.0001599539,0.0001430999,0.0002185382,0.0001812777,0.0001282407,0.0001610315,0.0001917653,0.00033716,0.00013364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002486873,"about_ca_system_score_gemma":0.0003251719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001863586,"about_ca_topic_score_gemma":0.004597729,"domain_scores_codex":[0.9998683,0.000007289914,0.00001032302,0.00002429647,0.0000515562,0.00003812752],"domain_scores_gemma":[0.9999061,0.00001361926,0.00002636478,0.000004039135,0.00003348617,0.00001643093],"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":[0.00001549851,0.00000408087,0.00004300041,0.00002386835,0.000001401676,0.00001726341,0.000006594069,0.00005927427,0.9991072,0.000008061495,0.000005645711,0.0007080855],"study_design_scores_gemma":[0.000003560206,0.00008989077,0.0004991549,0.000002617237,0.000004627337,0.00002413347,0.000009985244,0.0004406915,0.9984566,0.000004590473,0.0004619773,0.000002173336],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955715,0.0005346173,0.003048096,0.00001727,0.00001274667,0.00004339137,0.0001065106,0.00006242556,0.0006034536],"genre_scores_gemma":[0.9901156,0.0005940438,0.007510273,0.00003179552,0.000004260211,0.00004002069,0.000174874,0.00002130057,0.001507813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001863586,"threshold_uncertainty_score":0.003705502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003760422034018223,"score_gpt":0.1793458969480484,"score_spread":0.1755854749140302,"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."}}