{"id":"W1996661961","doi":"10.1115/1.1586935","title":"Oxidation Characteristics of Light Hydrocarbons for Underbalanced Drilling Applications","year":2003,"lang":"en","type":"article","venue":"Journal of Energy Resources Technology","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; University of Calgary","keywords":"Oxidizing agent; Hydrocarbon; Inert gas; Inert; Chemistry; Drilling fluid; Oxygen; Chemical engineering; Environmental chemistry; Petroleum engineering; Drilling; Organic chemistry; Materials science; Geology; 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":[0.0001412948,0.0002336835,0.0001378993,0.0004194071,0.0001622867,0.0002190637,0.0001596456,0.0002462852,0.001105591],"category_scores_gemma":[0.000352777,0.0001186688,0.0001350968,0.0003489027,0.0001688396,0.0003481602,0.0002278536,0.0002611338,0.0002114986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001504741,"about_ca_system_score_gemma":0.0001603471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001035266,"about_ca_topic_score_gemma":0.002599225,"domain_scores_codex":[0.9997614,0.00001683699,0.00001242221,0.00003681257,0.0001347588,0.00003778614],"domain_scores_gemma":[0.9997825,0.00004443701,0.00006497498,0.00001494188,0.00007466687,0.00001857415],"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":[0.00008971745,0.00000928372,0.001352639,0.00003861914,0.00000261226,0.0000450564,0.00004809177,0.000154807,0.9956964,0.0000349285,0.00001788235,0.002509816],"study_design_scores_gemma":[0.000002821336,0.0003094116,0.009757336,0.000006928281,0.000009348402,0.0001274187,0.0001197728,0.001261397,0.9869794,0.00003711896,0.001380227,0.000008878773],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979076,0.0002692475,0.001257369,0.00001338951,0.000005632601,0.000008015105,0.0001158357,0.00001738944,0.0004056616],"genre_scores_gemma":[0.9975062,0.0002732068,0.001229967,0.00000918606,0.000003004438,0.000007198246,0.000181925,0.00001283788,0.00077665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001105591,"threshold_uncertainty_score":0.003698528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005878600559186907,"score_gpt":0.2217561989397151,"score_spread":0.2158775983805282,"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."}}