{"id":"W2210240775","doi":"10.1115/omae2015-41602","title":"Multiphase Hydrate Induction Experiment in a Subsea Pipeline","year":2015,"lang":"en","type":"article","venue":"Volume 10: Petroleum Technology","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Subsea; Multiphase flow; Pipeline transport; Flow assurance; Clathrate hydrate; Petroleum engineering; Submarine pipeline; Flow (mathematics); Slug flow; Materials science; Pigging; Fossil fuel; Two-phase flow; Mechanics; Environmental science; Marine engineering; Geology; Engineering; Geotechnical engineering; Mechanical engineering; Hydrate; Chemistry; Physics; Waste management","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":[0.0001893437,0.0002413474,0.0002274507,0.0001781722,0.0003195876,0.0001553816,0.0002247577,0.0003194998,0.0009632398],"category_scores_gemma":[0.0001970783,0.0001434428,0.0002040669,0.000183738,0.0003221544,0.0003195989,0.0003402329,0.0004807216,0.0001251091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002580669,"about_ca_system_score_gemma":0.0002399155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009277323,"about_ca_topic_score_gemma":0.0008426403,"domain_scores_codex":[0.9999242,0.000008093681,0.000003804584,0.00002170922,0.00002403179,0.00001808819],"domain_scores_gemma":[0.9998333,0.00005366148,0.00003143787,0.00001483889,0.00003348514,0.00003311071],"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":[0.0002510128,0.0001310261,0.0009219961,0.00003926324,0.000002920966,0.0001381831,0.000106108,0.001805039,0.9950094,0.000179701,0.00006093441,0.001354453],"study_design_scores_gemma":[0.00005310293,0.001912174,0.00491743,0.000004505487,0.0000106574,0.00004070071,0.00008946094,0.01526128,0.976936,0.00009259981,0.0006672008,0.00001483709],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970589,0.00003346456,0.00204669,0.00003646583,0.000006675304,0.00002472954,0.00009649568,0.00008939869,0.0006072488],"genre_scores_gemma":[0.9972486,0.00004096096,0.001926427,0.00001069713,0.000002790343,0.00002502738,0.00005265384,0.00001115189,0.0006816441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009632398,"threshold_uncertainty_score":0.003222346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0152700126416998,"score_gpt":0.2216328787369171,"score_spread":0.2063628660952173,"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."}}