{"id":"W1869537008","doi":"10.1111/1365-2478.12131","title":"Reservoir monitoring of steam‐assisted gravity drainage using borehole measurements","year":2014,"lang":"en","type":"article","venue":"Geophysical Prospecting","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Schlumberger (Canada)","funders":"","keywords":"Borehole; Electrical resistivity tomography; Geology; Vertical seismic profile; Electrical resistivity and conductivity; Igneous petrology; Economic geology; Tomography; Gemology; Seismic tomography; Steam injection; Oil sands; Hydrogeology; Geophysics; Engineering geology; Seismology; Petroleum engineering; Geotechnical engineering; Volcanism; Tectonics; Asphalt; Materials science; Telmatology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002183034,0.000218039,0.0001884796,0.0006153854,0.0001276764,0.0002856794,0.0002883729,0.0002314303,0.0005605005],"category_scores_gemma":[0.0005522494,0.000111994,0.0001398848,0.0004828412,0.0001564783,0.0005386801,0.0004017762,0.0001475264,0.0001133426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002038155,"about_ca_system_score_gemma":0.0002471942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003080079,"about_ca_topic_score_gemma":0.00867344,"domain_scores_codex":[0.999803,0.00002534342,0.000009467355,0.00004241959,0.00008475042,0.00003514601],"domain_scores_gemma":[0.9996917,0.00005568974,0.00008253541,0.00003183939,0.0001052595,0.00003298422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007107618,0.0002189395,0.2042188,0.00012202,0.00005594382,0.0005665239,0.0004557204,0.0125544,0.7012601,0.0002670975,0.0007183713,0.07885142],"study_design_scores_gemma":[0.00007646976,0.001505571,0.5433706,0.00002961605,0.00008821212,0.0006021223,0.0005219056,0.1802618,0.2698285,0.0002271571,0.003398008,0.00008996465],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877659,0.00004959556,0.01044145,0.00001832089,0.00001006202,0.00001782102,0.0003768858,0.0003845395,0.0009353677],"genre_scores_gemma":[0.996466,0.00001978039,0.0031688,0.000003776137,0.000001998399,0.000006230501,0.0001382335,0.000007573367,0.0001874953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003080079,"threshold_uncertainty_score":0.006124258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05037337649529846,"score_gpt":0.2660500967755228,"score_spread":0.2156767202802244,"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."}}