{"id":"W2593544023","doi":"10.11113/mjfas.v12n3.423","title":"The application of MWCNT to enhance the rheological behavior of drilling fluids at high temperature","year":2017,"lang":"en","type":"article","venue":"Malaysian Journal of Fundamental and Applied Sciences","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Engineering Link (Canada)","funders":"Universiti Teknologi Malaysia; Ministry of Higher Education, Malaysia","keywords":"Drilling fluid; Rheology; Drilling; Viscosity; Petroleum engineering; Materials science; Volume (thermodynamics); Composite material; Geology; Metallurgy; Thermodynamics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001112695,0.0002455881,0.0001189107,0.0002044521,0.00009870699,0.0001414495,0.0001374543,0.0002921642,0.0003324404],"category_scores_gemma":[0.0002691964,0.0001000472,0.0002197794,0.00009998751,0.0001061843,0.0002795967,0.0001091936,0.0002966662,0.00008973614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009377406,"about_ca_system_score_gemma":0.00008466478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000323695,"about_ca_topic_score_gemma":0.0006833125,"domain_scores_codex":[0.999944,0.000009064924,0.000005726441,0.00001182109,0.00001870713,0.00001064712],"domain_scores_gemma":[0.9999017,0.00001928676,0.00002633657,0.000007539188,0.00003323243,0.00001188048],"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":[0.00002508828,0.00001301311,0.00007811792,0.00004260069,0.000002235646,0.00003957227,0.00001111304,0.00007855399,0.9980456,0.00002593936,0.0000160605,0.001622046],"study_design_scores_gemma":[0.000002538324,0.0001998216,0.0009110416,0.000003820966,0.000007031278,0.00007231221,0.0000108016,0.0004972056,0.9974682,0.00001119929,0.0008130242,0.000002994192],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925984,0.001600704,0.004585021,0.0001124819,0.00006090072,0.00002720583,0.00005592451,0.00004554512,0.000913879],"genre_scores_gemma":[0.9924643,0.0009789199,0.005288986,0.0000321305,0.00001313695,0.00002122022,0.00003898461,0.000008620174,0.001153649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0003324404,"threshold_uncertainty_score":0.001112163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007505280731078331,"score_gpt":0.2380248401068679,"score_spread":0.2305195593757896,"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."}}