{"id":"W2916718236","doi":"10.2118/0216-0070-jpt","title":"Technology Focus: Offshore Facilities (February 2016)","year":2016,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Subsea; Engineering; Submarine pipeline; Construction 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001095871,0.0008344138,0.0003662551,0.001533943,0.001839556,0.006662188,0.0007676511,0.00310516,0.420633],"category_scores_gemma":[0.002118326,0.0003530146,0.000492259,0.001473793,0.0003388258,0.003477431,0.002817508,0.001983112,0.2915206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002050199,"about_ca_system_score_gemma":0.002555887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005127415,"about_ca_topic_score_gemma":0.01612543,"domain_scores_codex":[0.9992493,0.00004259459,0.00003180436,0.00009171566,0.0004289047,0.0001556522],"domain_scores_gemma":[0.9986331,0.00007374687,0.0000593446,0.00006703839,0.0006109829,0.0005559244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002416059,0.00001512156,0.0001432018,0.0001071669,0.000001111427,0.0001241889,0.00005812202,0.00003369723,0.0005260038,0.001145336,0.9648627,0.03295916],"study_design_scores_gemma":[0.000002191179,0.00001338745,0.0003929223,0.00006914215,6.682953e-7,0.00003806079,0.00007175071,0.00001127424,0.0001197051,0.0001894447,0.9990885,0.00000300739],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002258219,0.0107348,0.001873542,0.02772073,0.04962521,0.0002633508,0.006413949,0.00188427,0.8992258],"genre_scores_gemma":[0.003963687,0.003294642,0.0003914583,0.002743335,0.002785702,0.00007527476,0.001736664,0.00051649,0.9844928],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.420633,"threshold_uncertainty_score":0.8263967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005385514406964207,"score_gpt":0.1894893007939889,"score_spread":0.1841037863870247,"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."}}