{"id":"W1982454836","doi":"10.4043/23935-ms","title":"Powering Subsea Processing Facilities of the Future","year":2013,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"OceanWorks International (Canada)","funders":"","keywords":"Subsea; Process (computing); Adaptability; Engineering; Fault (geology); Computer science; Reliability engineering; Systems engineering; Marine 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":[0.00004642574,0.0002183424,0.0002472935,0.0002102662,0.00006656285,0.00003175461,0.0007480302,0.0003500968,0.0001254801],"category_scores_gemma":[0.0000426729,0.0001616574,0.00005645457,0.0005463527,0.0003674315,0.0001400281,0.0001523011,0.0004871365,0.00002626172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003160635,"about_ca_system_score_gemma":0.00003016141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006425915,"about_ca_topic_score_gemma":0.0000119989,"domain_scores_codex":[0.9990919,0.000005722258,0.0002397831,0.0001831649,0.0001377679,0.0003416753],"domain_scores_gemma":[0.9992455,0.00001512572,0.00004320044,0.0005528382,0.0001171892,0.00002620508],"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":[0.000004338275,0.00005497182,0.02480823,0.0009836646,0.0001477562,0.000007391215,0.001017869,0.00248921,0.1023728,0.08096427,0.00398939,0.7831602],"study_design_scores_gemma":[0.000814887,0.0002133756,0.04959592,0.001040198,0.00007561614,0.0001408398,0.01794533,0.06251253,0.7504628,0.0529253,0.0622148,0.002058443],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822026,0.003901705,0.003599745,0.001376835,0.0005296475,0.0002797787,0.00001046026,0.003275648,0.004823602],"genre_scores_gemma":[0.9979603,0.0001255065,0.001564959,0.00000776495,0.00003037537,0.00006989212,0.000001287551,0.00002537066,0.0002145762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7811017,"threshold_uncertainty_score":0.6592197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005822628516196624,"score_gpt":0.1766173304718844,"score_spread":0.1707947019556878,"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."}}