{"id":"W2058530970","doi":"10.2118/01-01-06","title":"Steam and Gas Push (SAGP)-4;Recent Theoretical Developments and Laboratory Results Using Layered Models","year":2001,"lang":"en","type":"article","venue":"Journal of Canadian Petroleum Technology","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Suncor Energy Incorporated; Canadian Natural Resources Limited; Imperial College London; University of Calgary","keywords":"Petroleum engineering; Overburden; Natural gas; Fossil fuel; Volume (thermodynamics); Permeability (electromagnetism); Chemistry; Steam injection; Petroleum; Waste management; Environmental science; Engineering; Thermodynamics; Geotechnical engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003272482,0.0001809139,0.0003167741,0.001876932,0.00006555751,0.00003554838,0.0001963549,0.0003116773,0.00001189887],"category_scores_gemma":[0.0001213263,0.0001834634,0.00002321879,0.0005797822,0.0001842965,0.000239117,0.00003693973,0.0004982896,0.00000107866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004134776,"about_ca_system_score_gemma":0.0002753459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002631272,"about_ca_topic_score_gemma":0.006408404,"domain_scores_codex":[0.998782,0.00002600839,0.0004607279,0.0001539409,0.0001555036,0.0004218065],"domain_scores_gemma":[0.9991999,0.00003612817,0.0001143758,0.0001701722,0.0001602063,0.0003192694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008088824,0.0001627688,0.01158452,0.0002727637,0.001315089,0.005404997,0.0009704594,0.03374023,0.1294929,0.1393872,0.01571154,0.6611487],"study_design_scores_gemma":[0.006766402,0.001338361,0.00196962,0.001176829,0.0002215616,0.01000612,0.001036506,0.09000354,0.09629317,0.2474751,0.5413641,0.002348651],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987675,0.002370811,0.002730656,0.001751588,0.0001957258,0.00007014124,0.00003403994,0.0001469708,0.005025118],"genre_scores_gemma":[0.9779381,0.009578208,0.01228672,0.0001021374,0.00003519594,0.00000270841,0.000001006024,0.00003746591,0.00001844002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6588001,"threshold_uncertainty_score":0.7481421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009654487105147755,"score_gpt":0.2075343260942487,"score_spread":0.1978798389891009,"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."}}