{"id":"W2093600899","doi":"10.2118/165398-ms","title":"Flammability Limits of Diesel and air Mixture for use in Underbalanced Drilling","year":2013,"lang":"en","type":"article","venue":"SPE Heavy Oil Conference-Canada","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University of Calgary","keywords":"Diesel fuel; Underbalanced drilling; Flammable liquid; Flammability; Environmental science; Ignition system; Petroleum engineering; Waste management; Drilling fluid; Materials science; Drilling; Engineering; Composite material; Metallurgy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005302072,0.0003046691,0.0002934369,0.0004313471,0.0001990641,0.0003256913,0.0003854105,0.0003445865,0.0005876163],"category_scores_gemma":[0.001236549,0.0001495255,0.0001858198,0.0002657044,0.0002024595,0.0005859983,0.0004242455,0.0002207309,0.0001633703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002103006,"about_ca_system_score_gemma":0.0002707044,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001314733,"about_ca_topic_score_gemma":0.003344588,"domain_scores_codex":[0.9994642,0.0000943651,0.00006589555,0.0000967615,0.000221371,0.00005744679],"domain_scores_gemma":[0.999319,0.0001712953,0.0002043997,0.00005242403,0.0001799494,0.00007288143],"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":[0.00108227,0.0000911496,0.002773702,0.0001521701,0.00001436272,0.0001084331,0.00006671045,0.0007303788,0.9825967,0.00007448017,0.00004685415,0.01226274],"study_design_scores_gemma":[0.00002831847,0.001699021,0.00576629,0.00001887119,0.00003203448,0.0001457356,0.00009579987,0.002911298,0.9876939,0.00005164769,0.001529829,0.0000271772],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966617,0.0007263237,0.002234456,0.00001830342,0.00001250374,0.00001777296,0.000064749,0.00002334644,0.0002409152],"genre_scores_gemma":[0.9964282,0.0003501124,0.002762265,0.00001341505,0.000003139147,0.00001507745,0.0001035448,0.000008659258,0.0003157354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9986852,"threshold_uncertainty_score":0.002804041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01716037523316925,"score_gpt":0.1881424873454418,"score_spread":0.1709821121122725,"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."}}