{"id":"W1965780151","doi":"10.2118/125131-pa","title":"Paraffin Cleanout in a Single Subsea Flowline Using Xylene","year":2009,"lang":"en","type":"article","venue":"SPE Projects Facilities & Construction","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nalco (Canada)","funders":"","keywords":"Subsea; Ethylene glycol; Xylene; Hydrate; Clathrate hydrate; Chromatography; Environmental science; Petroleum engineering; Waste management; Chemistry; Chemical engineering; Materials science; Geology; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008988053,0.000220078,0.0002341548,0.000358212,0.00004266099,0.00004705097,0.0001090032,0.0001646378,0.00002287036],"category_scores_gemma":[0.00005653314,0.0002386717,0.00005172082,0.0003859365,0.000083068,0.000220776,0.00001716404,0.0002696925,0.00001427502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002205549,"about_ca_system_score_gemma":0.00002704436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004473919,"about_ca_topic_score_gemma":0.00004230014,"domain_scores_codex":[0.9989578,0.00001341643,0.0002814316,0.0002225014,0.0001373618,0.0003874637],"domain_scores_gemma":[0.9996572,0.0000208295,0.00002335455,0.0002292746,0.00003403538,0.00003536461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007761029,0.0001301595,0.003955459,0.0004745117,0.00007795908,0.00006465479,0.002224857,0.3031651,0.1503706,0.00500983,0.0002146119,0.5342346],"study_design_scores_gemma":[0.003077555,0.0008183718,0.004303917,0.0008425142,0.00006334629,0.0006833325,0.01299017,0.4157186,0.5343141,0.01087008,0.01352504,0.002792991],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893455,0.0005265779,0.005049812,0.0000488754,0.0006416626,0.0002009328,0.00001937274,0.001567492,0.002599802],"genre_scores_gemma":[0.9839219,0.00007458622,0.01579616,0.000005642647,0.00007829172,0.000007522851,0.00001189124,0.00001787364,0.00008615867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5314416,"threshold_uncertainty_score":0.9732751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02162549516481849,"score_gpt":0.2094549323135487,"score_spread":0.1878294371487302,"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."}}