{"id":"W2766740922","doi":"10.2118/188150-ms","title":"Impact of Slow and Fast Warm-Up Rates on Cement Sheath Integrity in SAGD Wells: Using Dynamic Flow Simulators for Early Time Analysis","year":2017,"lang":"en","type":"article","venue":"SPE Thermal Well Integrity and Design Symposium","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Petroleum engineering; Injector; Casing; Steam injection; Drilling; Steam-assisted gravity drainage; Injection well; Oil well; Environmental science; Asphalt; Lost circulation; Geology; Drilling fluid; Oil sands; Engineering; Materials science; Mechanical engineering","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":[0.001014469,0.0006568175,0.0005077786,0.000954156,0.0003332654,0.001125999,0.00058779,0.0009184981,0.001770267],"category_scores_gemma":[0.002702797,0.0003829904,0.0005711325,0.0004792246,0.0004351649,0.001027012,0.0004486925,0.0007843504,0.0003440836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007118406,"about_ca_system_score_gemma":0.0006487596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006023616,"about_ca_topic_score_gemma":0.005422508,"domain_scores_codex":[0.9996707,0.00007014323,0.00002626418,0.00005516084,0.0001244034,0.00005332013],"domain_scores_gemma":[0.9976988,0.0014532,0.0001709993,0.0001162137,0.0004548577,0.0001058677],"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":[0.002637616,0.001158566,0.05447986,0.0005752012,0.0001335887,0.0006396634,0.0006690726,0.6788036,0.1920167,0.001503039,0.001225872,0.06615729],"study_design_scores_gemma":[0.00003136575,0.0007118725,0.006232125,0.00002670431,0.00004214126,0.00003084353,0.0002081378,0.9159623,0.07584345,0.0001975934,0.0006558924,0.0000574943],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677407,0.0002905796,0.02795961,0.0001082707,0.00004735744,0.0001016228,0.0005870813,0.001168978,0.001995697],"genre_scores_gemma":[0.9922568,0.0001105159,0.006935399,0.00001461152,0.0000023447,0.00003356119,0.0001655439,0.00005891728,0.0004222406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006023616,"threshold_uncertainty_score":0.01197714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03495090709241821,"score_gpt":0.324625178368844,"score_spread":0.2896742712764258,"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."}}