{"id":"W2004534106","doi":"10.2118/137866-ms","title":"Effect of Solution-Gas-Oil-Ratio on Performance of Solution Gas Drive in Foamy Heavy Oil Systems","year":2010,"lang":"en","type":"article","venue":"Canadian Unconventional Resources and International Petroleum Conference","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Gas oil ratio; Methane; Saturation (graph theory); Carbon dioxide; Petroleum engineering; Chemistry; Enhanced oil recovery; Solubility; Natural gas; Materials science; Geology; Organic chemistry","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":[0.0004427037,0.0004397279,0.0005644716,0.0004139788,0.0002298363,0.0004957434,0.0003524626,0.000361668,0.001394965],"category_scores_gemma":[0.001760452,0.0002475468,0.0002616177,0.0003982085,0.0003245182,0.0007222104,0.0004371179,0.0004127616,0.0003006482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002405298,"about_ca_system_score_gemma":0.000179057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001017071,"about_ca_topic_score_gemma":0.001311941,"domain_scores_codex":[0.9995697,0.00008419259,0.00004740745,0.00007456205,0.0001282393,0.00009587735],"domain_scores_gemma":[0.9991001,0.0004918912,0.0001525344,0.00005690354,0.0001358355,0.00006282175],"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":[0.001950456,0.000192802,0.004347512,0.0002680551,0.00004596201,0.0002027214,0.0001964729,0.00246807,0.9766306,0.00005158303,0.00005748677,0.01358826],"study_design_scores_gemma":[0.00001726696,0.001688645,0.005476158,0.000009297395,0.0000248667,0.00007076334,0.00008936808,0.002893375,0.9893806,0.00001118373,0.0003249853,0.00001349682],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989452,0.0002613845,0.0004673251,0.00001205901,0.000003501272,0.000009344634,0.00005434714,0.00005136683,0.0001955925],"genre_scores_gemma":[0.9989972,0.0001457627,0.0005565569,0.000005991301,0.000002611561,0.000008209749,0.00007818129,0.00001779281,0.0001876279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001394965,"threshold_uncertainty_score":0.004666626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007287335719970071,"score_gpt":0.2155086715869697,"score_spread":0.2082213358669997,"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."}}