{"id":"W2057708202","doi":"10.4043/21387-ms","title":"Aging Impact on Thermal Performance of the Aspen Wet Insulated Flowlines","year":2011,"lang":"en","type":"article","venue":"All Days","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Subsea; Petroleum; Canyon; Petroleum engineering; Pigging; Environmental science; Marine engineering; Engineering; Geology; Pipeline transport; Environmental engineering","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":[0.0002719987,0.0003914627,0.0002606972,0.0003351932,0.0003663233,0.0006664707,0.0003123599,0.0002736885,0.001604205],"category_scores_gemma":[0.0004264877,0.000134129,0.0002368635,0.0002188584,0.000248588,0.0005298094,0.0001938054,0.0001740565,0.0002590925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007658934,"about_ca_system_score_gemma":0.0002193659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007102398,"about_ca_topic_score_gemma":0.007245343,"domain_scores_codex":[0.9998434,0.00002656896,0.000009060182,0.00004009739,0.00004168109,0.00003911903],"domain_scores_gemma":[0.9997856,0.00004942599,0.00004437765,0.00002221939,0.00007090033,0.00002751965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00215487,0.000522105,0.09441372,0.0002132123,0.0001277938,0.0009991131,0.000591244,0.4826765,0.352003,0.00051733,0.001087663,0.06469337],"study_design_scores_gemma":[0.00007213595,0.00434756,0.1365819,0.00003285494,0.0001558794,0.0004256775,0.0007147442,0.4770071,0.3763535,0.000259948,0.003968399,0.00008030274],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986094,0.00003912539,0.0006516912,0.000006358218,0.000004800662,0.000004705465,0.00006247337,0.0000494964,0.0005719666],"genre_scores_gemma":[0.999361,0.0000115974,0.0001867536,0.000002404405,4.691532e-7,0.000001387066,0.00005133183,0.000005096897,0.0003800396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007102398,"threshold_uncertainty_score":0.01412213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01662595299390892,"score_gpt":0.19981020382756,"score_spread":0.1831842508336511,"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."}}