{"id":"W2974067941","doi":"10.2118/195799-ms","title":"Steam Conformance along Horizontal Well with Different Well Configurations: An Experimental and Numerical Investigation","year":2019,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Steam injection; Petroleum engineering; Wellbore; Mechanics; Heat transfer; Materials science; Flow (mathematics); Engineering","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":[0.0001029608,0.0001944319,0.0002118939,0.00007256677,0.00006131035,0.00008771784,0.00006435596,0.0001254379,0.00009899837],"category_scores_gemma":[0.000006994552,0.0001643982,0.00002062691,0.00009241619,0.00008120686,0.000625253,0.0000231531,0.0002123016,0.00001861411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000319976,"about_ca_system_score_gemma":0.00001321986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001807446,"about_ca_topic_score_gemma":0.000007152191,"domain_scores_codex":[0.9991269,0.00003394514,0.0002286719,0.0002433683,0.0001756549,0.0001914639],"domain_scores_gemma":[0.999546,0.00004323663,0.00003232451,0.0001644383,0.00005583505,0.0001581532],"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":[0.0005278786,0.0003105123,0.03028671,0.0006108007,0.0001041178,0.00002612058,0.003103181,0.06591427,0.8392158,0.04882878,0.001071889,0.01],"study_design_scores_gemma":[0.003911865,0.003433107,0.08406212,0.0004350508,0.00005389865,0.0001345044,0.003460812,0.6696038,0.2284483,0.001673508,0.003220015,0.00156303],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9635544,0.0001214632,0.03319954,0.00005737166,0.00006548391,0.0002785611,0.00001310932,0.000292794,0.002417245],"genre_scores_gemma":[0.9979029,0.00005053293,0.001770352,0.00003630921,0.00004951262,0.0000273878,0.00009252073,0.0000205689,0.00004989237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6107674,"threshold_uncertainty_score":0.6703964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01428975288534398,"score_gpt":0.2534260303524293,"score_spread":0.2391362774670854,"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."}}