{"id":"W3022909875","doi":"","title":"Innovative Quality Management In Offshore Development And Operations","year":2003,"lang":"en","type":"article","venue":"The Thirteenth International Offshore and Polar Engineering Conference","topic":"Technology Assessment and Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Submarine pipeline; Quality (philosophy); Business; Operations management; Computer science; Engineering; Geology; Oceanography","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":[0.00027254,0.0001466157,0.0001173257,0.000167185,0.00004863991,0.00005838667,0.0001671424,0.00004850003,0.00002568899],"category_scores_gemma":[0.00001818207,0.0001246852,0.00001030832,0.0001652804,0.00003663616,0.0001218398,0.0000727874,0.000191379,0.000004492511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005186812,"about_ca_system_score_gemma":0.00001176029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007962229,"about_ca_topic_score_gemma":0.00005924505,"domain_scores_codex":[0.9993129,0.00001631113,0.0002340173,0.0001480655,0.0001300722,0.0001586824],"domain_scores_gemma":[0.9997618,0.00003180068,0.00001621692,0.0001239491,0.00003817254,0.00002802934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000004273233,0.00002336482,0.004887671,0.00004893222,0.0002082517,0.000008039495,0.001212275,0.002721087,0.0002349581,0.9810417,0.0001297735,0.009479661],"study_design_scores_gemma":[0.002325046,0.00007423088,0.5301371,0.0003621733,0.0000685964,0.00003985884,0.004029762,0.1268376,0.006703813,0.003044432,0.3248995,0.001477866],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9310327,0.0006471775,0.04930915,0.0008373282,0.0006727722,0.0003772017,0.00001090367,0.0002552713,0.01685749],"genre_scores_gemma":[0.9946099,0.0002666872,0.004791613,0.00004696783,0.00001275804,0.00004659097,0.00001432986,0.00001110416,0.0002000416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9779973,"threshold_uncertainty_score":0.5084516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01925816100165825,"score_gpt":0.2581863215520279,"score_spread":0.2389281605503697,"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."}}