{"id":"W2567030460","doi":"10.2495/eq-v1-n4-349-358","title":"Heavy Oil Production with Energy Effective Steam-Assisted Gravity Drainage","year":2016,"lang":"en","type":"article","venue":"International Journal of Energy Production and Management","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Steam-assisted gravity drainage; Environmental science; Drainage; Petroleum engineering; Production (economics); Waste management; Steam injection; Geology; Oil sands; Engineering; Materials science; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002240757,0.0001441525,0.0001436757,0.0003321214,0.00003651817,0.00003378754,0.0001426336,0.00003565747,0.00001068655],"category_scores_gemma":[0.00003757898,0.0000990151,0.00004875945,0.0001189241,0.00005281147,0.000459052,0.00003979272,0.00006563539,8.991696e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002486327,"about_ca_system_score_gemma":0.000007792182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001169453,"about_ca_topic_score_gemma":0.00006555719,"domain_scores_codex":[0.9990231,0.00004216361,0.0002588836,0.0001982798,0.0003555827,0.0001220266],"domain_scores_gemma":[0.9993483,0.00001707526,0.0001512208,0.0001319128,0.0002994933,0.00005195741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003143719,0.0001023781,0.00005776665,0.00004818782,0.0006218185,0.0000485735,0.00003473855,0.001517767,0.01947748,0.01100719,0.003753633,0.9630161],"study_design_scores_gemma":[0.001419623,0.0005463171,0.006682232,0.001461173,0.0001384589,0.0009058578,0.0001014325,0.00007237755,0.691197,0.007415914,0.2894939,0.0005657511],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4669156,0.002053753,0.4394599,0.01297194,0.01966493,0.0003942107,0.00001517884,0.001101695,0.05742279],"genre_scores_gemma":[0.9879863,0.004562086,0.002221208,0.00006033246,0.0005515075,0.00003932217,0.000002140958,0.00002431881,0.004552731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9624503,"threshold_uncertainty_score":0.4037718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004251842382677402,"score_gpt":0.2100935217720395,"score_spread":0.2058416793893621,"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."}}