{"id":"W3004682650","doi":"10.2118/200492-pa","title":"Mechanics of Foamy Oil during Methane-Based Cyclic Solvent Injection Process for Enhanced Heavy Oil Recovery: A Comprehensive Review","year":2020,"lang":"en","type":"review","venue":"SPE Reservoir Evaluation & Engineering","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Methane; Solvent; Petroleum engineering; Chemistry; Viscosity; Process (computing); Associated petroleum gas; Enhanced oil recovery; Fossil fuel; Natural gas; Volumetric flow rate; Chemical engineering; Environmental science; Pulp and paper industry; Materials science; Waste management; Organic chemistry; Thermodynamics; Geology; Composite material; Engineering; Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001197384,0.001059041,0.003106098,0.0006842178,0.00006787566,0.00004443333,0.0006320837,0.0005598251,0.0000651001],"category_scores_gemma":[0.001473785,0.001150137,0.001109886,0.001511496,0.00001741576,0.0003543134,0.00009259617,0.0008150225,0.00001922043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001491836,"about_ca_system_score_gemma":0.0005751745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006308591,"about_ca_topic_score_gemma":0.000007614417,"domain_scores_codex":[0.995189,0.0002230851,0.001926519,0.0008636861,0.001121604,0.0006761205],"domain_scores_gemma":[0.9967371,0.0004961606,0.0009227228,0.0008449103,0.0007988618,0.0002002043],"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":[0.00002441981,0.000023155,1.567756e-8,0.2878663,0.0003364098,0.000001731771,0.00002607793,0.2642757,0.002043041,0.00001401822,0.00005117153,0.4453379],"study_design_scores_gemma":[0.001416651,0.000479525,4.177817e-7,0.2831042,0.003887222,0.00003678333,0.00001914656,0.2667578,0.06174052,0.0002571646,0.3798308,0.002469638],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001108215,0.9310744,0.06483219,0.0000294872,0.0007033054,0.001862597,0.0001492501,0.001041615,0.0001962873],"genre_scores_gemma":[0.0001817176,0.9872078,0.006541531,0.00001915015,0.0002561221,0.004842693,0.0005009764,0.0004151383,0.00003488228],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4428683,"threshold_uncertainty_score":0.9990948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06109805237930183,"score_gpt":0.3517601961805805,"score_spread":0.2906621438012786,"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."}}