{"id":"W2013296597","doi":"10.2118/128045-ms","title":"Steam-Solvent Coupling at the Chamber Edge in an In Situ Bitumen Recovery Process","year":2010,"lang":"en","type":"article","venue":"SPE Oil and Gas India Conference and Exhibition","topic":"Phase Equilibria and Thermodynamics","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Steam-assisted gravity drainage; Steam injection; Asphalt; Solvent; Viscosity; Enhanced oil recovery; Petroleum engineering; Oil sands; Thermal; Environmental science; Materials science; Chemistry; Chemical engineering; Geology; Thermodynamics; Composite material; Organic chemistry; Engineering; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001506075,0.0001134883,0.0001173312,0.00007101421,0.00004793777,0.00005244739,0.00004132156,0.0000933826,0.00003590471],"category_scores_gemma":[0.000005454701,0.00009289439,0.00001248385,0.0000828202,0.00005220515,0.0002611609,0.00002387174,0.0002260999,0.000005161596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002168172,"about_ca_system_score_gemma":0.00001848392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003877131,"about_ca_topic_score_gemma":0.00517756,"domain_scores_codex":[0.9994593,0.000009374689,0.0001356435,0.0001426609,0.00006747761,0.000185503],"domain_scores_gemma":[0.9997844,0.00002142951,0.00002221947,0.0001030554,0.00001547315,0.00005345337],"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":[0.0001916236,0.0001767508,0.03191274,0.0004476781,0.00002931212,0.00007808635,0.01002977,0.002553209,0.786734,0.002827596,0.00003255641,0.1649866],"study_design_scores_gemma":[0.00790378,0.0006410279,0.1580198,0.001743456,0.00008830133,0.0002980196,0.00591509,0.6054156,0.1148998,0.1011501,0.001227637,0.002697297],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946237,0.0001094497,0.00001396103,0.0001053667,0.0001562161,0.0000515317,0.000008665839,0.00002978977,0.00490133],"genre_scores_gemma":[0.9990526,0.0007213069,0.000008294176,0.00002806534,0.00006459235,0.00001931349,0.00004059178,0.00001215942,0.00005310588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6718342,"threshold_uncertainty_score":0.3788123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01054409732451712,"score_gpt":0.228160375857855,"score_spread":0.2176162785333379,"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."}}