{"id":"W2791985067","doi":"10.2118/189674-ms","title":"LMRP Disconnect in Deepwater, Harsh Environment Conditions","year":2018,"lang":"en","type":"article","venue":"IADC/SPE Drilling Conference and Exhibition","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Shell Canada","keywords":"Marine engineering; Drilling riser; Engineering; Ballast; Volute; Towing; Submarine pipeline; Geotechnical engineering; Drilling; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007117241,0.000149424,0.0001435895,0.0001430661,0.00006746101,0.00005444261,0.00006917616,0.0001081682,0.0001031476],"category_scores_gemma":[0.00001282145,0.0001495425,0.00002410759,0.00008306287,0.0001180309,0.0001607188,0.00002567445,0.0001482634,0.000095382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004071623,"about_ca_system_score_gemma":0.0000052425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001689513,"about_ca_topic_score_gemma":0.00003550991,"domain_scores_codex":[0.9993094,0.000008443914,0.0001690667,0.0001916405,0.00007847122,0.0002429649],"domain_scores_gemma":[0.9997463,0.00002539877,0.00001518871,0.0001561932,0.00001397786,0.00004292695],"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":[0.00006384071,0.0003468101,0.01642074,0.0006630816,0.0002694214,0.0001722049,0.008656279,0.06422395,0.681785,0.09489889,0.003048377,0.1294514],"study_design_scores_gemma":[0.002286898,0.0006288706,0.03361811,0.00132449,0.0000880234,0.00008170829,0.002116602,0.3582492,0.5254583,0.05389287,0.02002965,0.002225238],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740414,0.0001924512,0.0231885,0.0001527436,0.000219512,0.0001045916,0.00001946958,0.0004534117,0.001627916],"genre_scores_gemma":[0.9983734,0.0005936854,0.0007927698,0.0000141315,0.00009832542,0.00002575202,0.0000493437,0.00001862767,0.00003390949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2940253,"threshold_uncertainty_score":0.6098167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01350610786829049,"score_gpt":0.2073836562848185,"score_spread":0.193877548416528,"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."}}