{"id":"W2536295433","doi":"10.2118/175036-pa","title":"Steam-Assisted Gravity-Drainage Performance With Temperature-Dependent Properties—A Semianalytical Approach","year":2016,"lang":"en","type":"article","venue":"SPE Journal","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Steam-assisted gravity drainage; Transient (computer programming); Thermal; Petroleum engineering; Heat transfer; Thermal conductivity; Nonlinear system; Mechanics; Oil sands; Geology; Computer science; Materials science; Thermodynamics; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0003344509,0.0002486449,0.0002633795,0.0001443138,0.0001213585,0.0001132721,0.0002765383,0.0001382516,0.00006327778],"category_scores_gemma":[0.00002681817,0.0001344679,0.00007698955,0.0001813663,0.00007155862,0.0004722941,0.00003322867,0.0006232794,0.0000430099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003523349,"about_ca_system_score_gemma":0.00006392283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001224395,"about_ca_topic_score_gemma":0.000005169888,"domain_scores_codex":[0.9985929,0.00004102346,0.0002956904,0.0001974619,0.0004306789,0.000442298],"domain_scores_gemma":[0.999355,0.00001993278,0.00006109789,0.0002763322,0.0001013267,0.0001863725],"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":[0.0003470003,0.000226289,0.002646119,0.000410278,0.0004564787,0.0002410922,0.0003227673,0.003536428,0.8853263,0.0004120905,0.005648632,0.1004265],"study_design_scores_gemma":[0.00367144,0.001318911,0.01638829,0.002497571,0.0002149817,0.008318793,0.0002849823,0.007480603,0.9470528,0.0009842312,0.00965788,0.002129467],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9403889,0.0003232183,0.02359374,0.0002194918,0.0002674941,0.0002331795,0.000007207414,0.0006128764,0.03435395],"genre_scores_gemma":[0.9895152,0.0003185287,0.007138208,0.00003617901,0.000242613,0.00001559706,9.877182e-7,0.0000668074,0.002665835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09829705,"threshold_uncertainty_score":0.5483441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009484882218810104,"score_gpt":0.1893477601470728,"score_spread":0.1798628779282627,"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."}}