{"id":"W2398690022","doi":"10.2118/180712-ms","title":"Understanding Impacts of Lean Zones on Thermal Recovery in View of Mobile Water","year":2016,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Saturation (graph theory); Petroleum engineering; Steam injection; Water saturation; Environmental science; Thermal; Enhanced oil recovery; Geology; Porosity; Geotechnical engineering; Geography","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":[0.0002473201,0.0003454878,0.0003141674,0.0003817387,0.0002850275,0.0005316878,0.0003187927,0.0003697121,0.0009699631],"category_scores_gemma":[0.0005772067,0.0002198408,0.00025959,0.0002500277,0.0005741518,0.001379661,0.0005040228,0.0002833542,0.0001430529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007803738,"about_ca_system_score_gemma":0.0006310296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01443485,"about_ca_topic_score_gemma":0.009102142,"domain_scores_codex":[0.9998839,0.00001206346,0.000003298995,0.00002669902,0.00003125688,0.00004276831],"domain_scores_gemma":[0.999833,0.00007756881,0.00003476119,0.000009297916,0.00003210516,0.00001321708],"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":[0.0004466933,0.0002380383,0.01770413,0.000305608,0.00004133411,0.0005571966,0.0002364481,0.3421782,0.6017383,0.008190319,0.0002576721,0.0281061],"study_design_scores_gemma":[0.00001214768,0.0001448913,0.006982689,0.000008568507,0.00002610732,0.00005922569,0.0002981203,0.8487396,0.1407052,0.002501874,0.000498171,0.00002338255],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9545676,0.0004099774,0.04181594,0.0001585101,0.000007639791,0.00003004413,0.00006535423,0.0001422885,0.002802695],"genre_scores_gemma":[0.9983992,0.0001458392,0.00102311,0.000006135148,0.000001095741,0.000004781642,0.00001377536,0.000006046867,0.0003999982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01443485,"threshold_uncertainty_score":0.02870166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03423870333727767,"score_gpt":0.2356495882639181,"score_spread":0.2014108849266404,"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."}}