{"id":"W2290072052","doi":"10.1021/acs.energyfuels.5b02774","title":"Multicomponent Solvent Co-injection with Steam in Heavy and Extra-Heavy Oil Reservoirs","year":2016,"lang":"en","type":"article","venue":"Energy & Fuels","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Nexen (Canada)","funders":"","keywords":"Steam-assisted gravity drainage; Petroleum engineering; Oil sands; Steam injection; Asphalt; Oil field; Solvent; Environmental science; Enhanced oil recovery; Oil in place; Fossil fuel; Waste management; Petroleum; Chemistry; Engineering; Materials science","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":[0.0001321322,0.0001889617,0.0002008402,0.0001548106,0.00003418389,0.00002127678,0.00009772314,0.0001035775,0.00003052652],"category_scores_gemma":[0.00001285415,0.0001401619,0.00003051059,0.0001141343,0.00004768656,0.0002407448,0.00002510357,0.000109448,0.000006637463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002115055,"about_ca_system_score_gemma":0.0000139146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002169698,"about_ca_topic_score_gemma":0.0008851031,"domain_scores_codex":[0.9990205,0.00003794058,0.0002220998,0.0002494698,0.0001678515,0.0003021854],"domain_scores_gemma":[0.9995186,0.00008714593,0.00003230578,0.0002545012,0.00002207557,0.0000853523],"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":[0.0001981881,0.0000957477,0.001497189,0.0001037393,0.00005007162,0.00003366399,0.0002247815,0.002829688,0.7978666,0.0006862506,0.0006369471,0.1957771],"study_design_scores_gemma":[0.0007316543,0.0002217135,0.00277326,0.0004098165,0.000006444569,0.00002155492,0.00003637908,0.0003597004,0.9789766,0.0004732409,0.01567435,0.0003152543],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805409,0.0006845965,0.01159088,0.00008977836,0.0001402839,0.00004755572,0.00000661979,0.0004820054,0.00641734],"genre_scores_gemma":[0.9950212,0.001522579,0.002141975,0.00003063752,0.00006013747,0.0000924473,0.000004074238,0.00005298211,0.001073916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1954619,"threshold_uncertainty_score":0.5715637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009847424647960656,"score_gpt":0.2221343688853878,"score_spread":0.2122869442374272,"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."}}