{"id":"W2115307422","doi":"10.2118/109090-ms","title":"Subsea Raw Seawater Injection System—A World First","year":2007,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subsea; Seawater; Raw water; Environmental science; Water injection (oil production); Marine engineering; Raw material; Computer science; Process engineering; Petroleum engineering; Engineering; Environmental engineering; Geology; Oceanography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006944421,0.0005856368,0.0005080965,0.0008635946,0.0005429817,0.001031205,0.0008411879,0.0005308333,0.01546341],"category_scores_gemma":[0.0005231667,0.0002403631,0.0004120214,0.0004575305,0.0003389993,0.001048435,0.001001572,0.0006352412,0.006413288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007699886,"about_ca_system_score_gemma":0.001561745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004997232,"about_ca_topic_score_gemma":0.005058366,"domain_scores_codex":[0.9992473,0.00005359716,0.00002707167,0.00009350514,0.0005076672,0.0000708913],"domain_scores_gemma":[0.9994521,0.00003503538,0.0000306532,0.00008180621,0.0003152504,0.00008525902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002471224,0.0006684535,0.009991945,0.0007412602,0.0001150434,0.001324904,0.0005104028,0.00823864,0.291052,0.009688437,0.09928089,0.5759169],"study_design_scores_gemma":[0.0004459086,0.002659586,0.01437607,0.0001309058,0.0001175499,0.001499312,0.0001848678,0.05434907,0.2876381,0.001546111,0.6368301,0.0002223913],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3944973,0.003567696,0.2598861,0.001804258,0.001779233,0.002313319,0.009483205,0.1303891,0.1962798],"genre_scores_gemma":[0.760345,0.0007725558,0.09056033,0.0007826757,0.0002011731,0.0004975141,0.01181124,0.002450434,0.1325791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01546341,"threshold_uncertainty_score":0.05173028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004673011972064663,"score_gpt":0.1682867106361176,"score_spread":0.163613698664053,"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."}}