{"id":"W4415777214","doi":"10.2118/229665-ms","title":"Co-Injection of Foam and Steam in SAGD Using a Modified Well Configuration-A Simulation Study","year":2025,"lang":"","type":"article","venue":"","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Thermal; Steam injection; Residual oil; Residual; Heat transfer; Enhanced oil recovery; Work (physics); Oil well","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002681628,0.0003117884,0.0003870781,0.0003843282,0.0002990812,0.0006777463,0.0005704483,0.0007169569,0.001586205],"category_scores_gemma":[0.0005333709,0.0002217348,0.0004358023,0.0003076671,0.0004983342,0.000550236,0.0003477462,0.0003392183,0.00011537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007853976,"about_ca_system_score_gemma":0.0006483399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01050356,"about_ca_topic_score_gemma":0.0110853,"domain_scores_codex":[0.9998786,0.0000260242,0.000005658094,0.00002220064,0.00002755249,0.000040004],"domain_scores_gemma":[0.9996885,0.0001584935,0.00004341473,0.00002459022,0.00005049013,0.00003457981],"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":[0.0002744415,0.0002740361,0.009069704,0.00007975156,0.00002707354,0.0003603095,0.00004821798,0.9700459,0.01414545,0.001473487,0.0002073858,0.003994191],"study_design_scores_gemma":[0.00004078319,0.0002601033,0.001483668,0.000004789757,0.00001219967,0.00002456343,0.00006106573,0.9930096,0.004641316,0.0001448305,0.0003054423,0.00001167719],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934874,0.00004217378,0.00333173,0.00004122839,0.000007997322,0.00003635923,0.000168951,0.00003842615,0.002845668],"genre_scores_gemma":[0.9970921,0.00002655862,0.002267964,0.000005847651,0.000001101309,0.00001638426,0.00005362456,0.00000440545,0.0005318691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01050356,"threshold_uncertainty_score":0.02088487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01959069724062134,"score_gpt":0.3157261310455455,"score_spread":0.2961354338049242,"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."}}