{"id":"W2062258021","doi":"10.2118/153903-ms","title":"Experiences in Eliminating Steam Breakthrough &amp; Providing Zonal Isolation in SAGD Wells","year":2012,"lang":"en","type":"article","venue":"SPE Western Regional Meeting","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Steam-assisted gravity drainage; Petroleum engineering; Steam injection; Oil sands; Environmental science; Oil well; Asphalt; Petroleum; Waste management; Geology; Engineering; Materials science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001119652,0.0001997992,0.0002242754,0.0002463918,0.00004997682,0.00004628254,0.0001456698,0.0001111141,0.00002155137],"category_scores_gemma":[0.0001762977,0.0002134221,0.00004940771,0.0003614776,0.00002471645,0.0005848161,0.00003953524,0.000270315,0.00002305516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001750495,"about_ca_system_score_gemma":0.00001470859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009103536,"about_ca_topic_score_gemma":0.00008464254,"domain_scores_codex":[0.9984133,0.00012312,0.0004668689,0.0002014797,0.0002994159,0.0004957643],"domain_scores_gemma":[0.9992701,0.0004062644,0.00006425499,0.0001493629,0.00002420484,0.00008579752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000009285734,0.0000242799,0.2040106,0.00009573087,0.00000583445,0.000002464118,0.01090604,0.7801365,0.002375925,0.00007601711,0.00002378073,0.002333576],"study_design_scores_gemma":[0.001617529,0.00004249695,0.1455257,0.001742698,0.0000120972,0.00005843956,0.01011281,0.8236538,0.003766778,0.0002741611,0.01194273,0.001250826],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786252,0.0007635113,0.01816972,0.0001004313,0.0003775323,0.000155094,6.33251e-7,0.0001485268,0.001659373],"genre_scores_gemma":[0.9711787,0.00003575391,0.0282188,0.00002860851,0.0003411105,0.00004532511,0.000008898009,0.00004013879,0.0001026637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05848494,"threshold_uncertainty_score":0.8703101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04479349156907247,"score_gpt":0.3011616541288261,"score_spread":0.2563681625597536,"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."}}