{"id":"W4237844396","doi":"10.2523/84034-ms","title":"Applicability of Vapor Extraction Process to Problematic Viscous Oil Reservoirs","year":2003,"lang":"en","type":"article","venue":"Proceedings of SPE Annual Technical Conference and Exhibition","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Citation; Exhibition; Computer science; Extraction (chemistry); Petroleum engineering; Library science; World Wide Web; Environmental science; Archaeology; Engineering; Chemistry; Geography","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":[0.000529322,0.0001463323,0.0002867771,0.0001314,0.0000295796,0.00002378342,0.0001013641,0.0001325249,0.00002434326],"category_scores_gemma":[0.00031391,0.0001407421,0.00004137632,0.0003563845,0.00005790594,0.0003372259,0.0000189541,0.0001735936,0.000001877016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002502058,"about_ca_system_score_gemma":0.00001495069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003650428,"about_ca_topic_score_gemma":8.81991e-7,"domain_scores_codex":[0.99892,0.000006183517,0.0004403704,0.0002151495,0.0002365111,0.0001817857],"domain_scores_gemma":[0.9992321,0.00005108818,0.00007754585,0.00009163323,0.0004426569,0.0001049519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001274273,0.0002420693,0.001042648,0.007754651,0.00003400291,8.09581e-7,0.001442728,0.0511853,0.8982936,0.02498731,0.0003959943,0.01449348],"study_design_scores_gemma":[0.001489154,0.0009791451,0.005056656,0.001701156,0.00009734983,0.00004681253,0.00356362,0.0426981,0.8512912,0.09076597,0.001235353,0.001075465],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697321,0.00004328198,0.0187839,0.0001054636,0.00002602414,0.0002450997,0.00001096469,0.0001988648,0.01085427],"genre_scores_gemma":[0.9788722,0.00007780698,0.02091091,0.000004690961,0.00001975936,0.00007005477,0.000002495721,0.00001666769,0.00002535246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06577866,"threshold_uncertainty_score":0.5739295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02185016452275397,"score_gpt":0.2960967185558194,"score_spread":0.2742465540330655,"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."}}