{"id":"W1995580933","doi":"10.2118/71480-ms","title":"Development of a Foam Monitor for High Pressure Separators","year":2001,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nalcor Energy (Canada)","funders":"","keywords":"Separator (oil production); Subsea; Petroleum engineering; Environmental science; Process engineering; Computer science; Separation (statistics); Marine engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006483914,0.0001108526,0.0001534599,0.00006779844,0.00003437808,0.00001270022,0.00007537152,0.000145311,0.00001047636],"category_scores_gemma":[0.00002304925,0.0001037443,0.00002424587,0.00009543898,0.00004123175,0.00009554392,0.00002603407,0.00009848293,0.000002762564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001156706,"about_ca_system_score_gemma":0.00001087134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002402645,"about_ca_topic_score_gemma":0.000006521042,"domain_scores_codex":[0.9994523,0.000002456829,0.0001835502,0.0001246165,0.00007804361,0.0001590449],"domain_scores_gemma":[0.9997585,0.00002157727,0.00001908355,0.0001057529,0.00005984903,0.00003527026],"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":[0.0002130319,0.0002799727,0.001226804,0.001407234,0.0002955583,0.00001645454,0.001404926,0.002919812,0.3388586,0.0971906,0.01614442,0.5400426],"study_design_scores_gemma":[0.00171368,0.0007694705,0.01700945,0.0006341767,0.0001380832,0.00004059221,0.00142757,0.00925743,0.8031597,0.02189026,0.1425697,0.001389942],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9136017,0.0003543545,0.08378301,0.00009417714,0.0001169338,0.0002639679,0.00005414389,0.0009395387,0.0007921798],"genre_scores_gemma":[0.9831265,0.0001227936,0.0165836,0.00000352501,0.00003713375,0.00005558711,0.00001800782,0.00001218532,0.00004072029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5386526,"threshold_uncertainty_score":0.423057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0158408412207326,"score_gpt":0.2408371343273346,"score_spread":0.224996293106602,"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."}}