{"id":"W2331006969","doi":"10.1190/1.3628058","title":"Reservoir monitoring in oil sands: Developing a permanent cross‐well system","year":2011,"lang":"en","type":"article","venue":"","topic":"Flow Measurement and Analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Schlumberger (Canada)","funders":"","keywords":"Oil sands; Petroleum engineering; Geology; Geography; Archaeology","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":[0.0002246472,0.0001210385,0.0001525179,0.0001443089,0.00004033041,0.0000371318,0.000144103,0.00005225509,0.00006829462],"category_scores_gemma":[0.000006216923,0.0001107882,0.00005104261,0.000235707,0.00000803221,0.0001385443,0.00002663343,0.00009454224,0.0001432511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001907887,"about_ca_system_score_gemma":0.00001038218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001777304,"about_ca_topic_score_gemma":0.0001001367,"domain_scores_codex":[0.9991871,0.00001364144,0.0002454521,0.0001345649,0.0001698041,0.0002495097],"domain_scores_gemma":[0.9997354,0.00000845736,0.00001382927,0.000163281,0.00003284132,0.00004616827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000312163,0.0000504785,0.9515386,0.001906074,0.0002709084,0.0001442477,0.004879823,0.02161743,0.0126644,0.001321293,0.0004511184,0.005124391],"study_design_scores_gemma":[0.00359299,0.0000589953,0.416728,0.003832143,0.0001628403,0.00002562477,0.007848203,0.2313422,0.325973,0.0001267134,0.007391855,0.002917406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9001461,0.0003264565,0.0005467586,0.000007196799,0.0002903104,0.0000257584,3.192932e-7,0.0003106315,0.09834649],"genre_scores_gemma":[0.9971856,0.0000606519,0.001732672,0.00000323672,0.0000918395,0.000015518,0.000001182458,0.00002053258,0.000888705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5348105,"threshold_uncertainty_score":0.451781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04984114774518544,"score_gpt":0.2354955784729337,"score_spread":0.1856544307277483,"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."}}