{"id":"W4408266513","doi":"10.2118/223987-ms","title":"Evaluation of Continuous Fluid Injection and WAG Techniques for Enhanced Oil Recovery in a Tight Oil Reservoir in Alberta, Canada","year":2025,"lang":"en","type":"article","venue":"","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Petroleum engineering; Enhanced oil recovery; Tight oil; Environmental science; Geology","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":[0.0006755875,0.0004815526,0.0003400445,0.0006055626,0.0009140065,0.0008392692,0.00106842,0.0004972481,0.000609958],"category_scores_gemma":[0.0006959212,0.0002756641,0.000444158,0.0006232861,0.0007373274,0.0004004593,0.0005184435,0.0004420324,0.00007184868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01305935,"about_ca_system_score_gemma":0.006276733,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7942651,"about_ca_topic_score_gemma":0.8864193,"domain_scores_codex":[0.9995968,0.00003640845,0.00001762237,0.0000694702,0.0001796871,0.0001000574],"domain_scores_gemma":[0.9996511,0.00008728128,0.00004235825,0.00001813063,0.000150814,0.00005038549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001199594,0.0009784834,0.1123075,0.0002819511,0.0001147589,0.0009057375,0.0003462638,0.7238687,0.1144257,0.001272068,0.0005293732,0.04376984],"study_design_scores_gemma":[0.0001403134,0.001509564,0.0888373,0.00002858792,0.0001142356,0.00009300068,0.001329597,0.8222889,0.08316667,0.0003420729,0.002045034,0.0001046995],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974945,0.00004977409,0.001308461,0.00003532906,0.00000330202,0.00003706838,0.0001413419,0.00004116249,0.000889043],"genre_scores_gemma":[0.9974663,0.00006192805,0.001867276,0.000006555666,5.030981e-7,0.000009677047,0.00007330898,0.000004624207,0.0005098809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2057349,"threshold_uncertainty_score":0.413893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007355457422841259,"score_gpt":0.2459943122277287,"score_spread":0.2386388548048875,"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."}}