{"id":"W3044576724","doi":"10.2172/1639323","title":"Petronius Offshore Oil Field Case Study","year":2020,"lang":"en","type":"report","venue":"","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oil field; Petroleum engineering; Submarine pipeline; Injector; Field (mathematics); Quarter (Canadian coin); Flood myth; Oil production; Geology; Engineering; Geography; Geotechnical engineering; Mathematics; Mechanical engineering; Archaeology","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":[0.0002285548,0.0005582474,0.0002342225,0.0004790462,0.0007021189,0.0006073693,0.0005801351,0.0008237573,0.006253224],"category_scores_gemma":[0.0005422074,0.000242062,0.0002825481,0.0006563925,0.0003371612,0.0006660742,0.000393751,0.0005584983,0.000871945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001450951,"about_ca_system_score_gemma":0.001501389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0633584,"about_ca_topic_score_gemma":0.09241735,"domain_scores_codex":[0.9998729,0.00002169559,0.000005635143,0.00002072924,0.00004665146,0.00003246805],"domain_scores_gemma":[0.9997944,0.00007491756,0.00001525818,0.00002290752,0.00006469269,0.00002776577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0005515116,0.0006204921,0.02055734,0.0002701386,0.00004413606,0.004692676,0.0003399758,0.9028349,0.007281835,0.01055522,0.0139431,0.03830875],"study_design_scores_gemma":[0.0003671588,0.0007318278,0.0117773,0.00008289576,0.00004840434,0.000770448,0.002340551,0.8911706,0.02643772,0.00479285,0.06139591,0.000084346],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9389293,0.00009262475,0.006260659,0.0005161368,0.00003000019,0.0002415795,0.002195746,0.0003033572,0.0514307],"genre_scores_gemma":[0.9660354,0.0002300406,0.007455785,0.00005138972,0.000007079318,0.0001251763,0.001579381,0.00005188053,0.024464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0633584,"threshold_uncertainty_score":0.1259792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05388531296934584,"score_gpt":0.3355160745565672,"score_spread":0.2816307615872214,"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."}}