{"id":"W2009972658","doi":"10.2118/157940-ms","title":"Enhanced CHOPS Using SuperSump to Reduce Environmental Footprint and Increase Oil Recovery","year":2012,"lang":"en","type":"article","venue":"SPE Heavy Oil Conference Canada","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Footprint; Oil sands; Ecological footprint; Waste management; Oil production; Enhanced oil recovery; Environmental engineering; Petroleum engineering; Asphalt; Sustainability; Engineering; Geology","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":[0.0001049171,0.0001826429,0.0001729168,0.00005741538,0.00007701275,0.00003294337,0.00009285767,0.00005867467,0.0001373547],"category_scores_gemma":[0.00002742267,0.0002020709,0.00002075678,0.00007303111,0.00003643606,0.0001502191,0.00005019621,0.0001549805,0.000007249137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004207151,"about_ca_system_score_gemma":0.0001521808,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1453474,"about_ca_topic_score_gemma":0.0682081,"domain_scores_codex":[0.9990316,0.00002267189,0.0001759714,0.0002139902,0.0001721195,0.0003836459],"domain_scores_gemma":[0.9993779,0.00001542665,0.00001933336,0.0002268168,0.00001672015,0.0003437968],"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":[0.00004758012,0.00002656025,0.0005750079,0.0001260203,0.00003631464,0.000006372361,0.0004668453,0.0002770848,0.2214333,0.0000733445,0.001410059,0.7755215],"study_design_scores_gemma":[0.000240857,0.00004413134,0.003022155,0.00009694514,0.00002301486,0.00004571867,0.0005738803,0.0002485274,0.9702413,0.00006651979,0.02479992,0.000597032],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943919,0.0003781265,0.0001627755,0.0003131072,0.000599801,0.00003666738,0.00003247542,0.0001155542,0.003969647],"genre_scores_gemma":[0.9966762,0.0004575082,0.001830219,0.0001691527,0.0002008393,0.00001774447,0.000008278495,0.00002669397,0.0006133685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7749245,"threshold_uncertainty_score":0.9487947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01509164675526098,"score_gpt":0.2120067454971986,"score_spread":0.1969150987419376,"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."}}