{"id":"W2079444671","doi":"10.2118/165524-ms","title":"An Experimental Study of the Post-CHOPS Cyclic Solvent Injection Process","year":2013,"lang":"en","type":"article","venue":"SPE Heavy Oil Conference-Canada","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Petroleum Technology Research Centre","keywords":"Wormhole; Solvent; Petroleum engineering; Materials science; Porosity; Permeability (electromagnetism); Oil production; Scaling; Viscosity; Perpendicular; Mechanics; Chemical engineering; Composite material; Chemistry; Geology; Physics; Geometry; Membrane; Organic chemistry; Mathematics; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00004871364,0.0001990292,0.0002090713,0.00003873348,0.00007997959,0.00004109714,0.0003499463,0.00005542234,0.0002810709],"category_scores_gemma":[0.00001695493,0.0001648103,0.00002795624,0.0001642826,0.00002891802,0.0002263043,0.00003402064,0.0002128695,0.000003180914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003711951,"about_ca_system_score_gemma":0.0006536897,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9397346,"about_ca_topic_score_gemma":0.9888784,"domain_scores_codex":[0.9987622,0.00004613148,0.000297665,0.0002103354,0.0004233746,0.0002602368],"domain_scores_gemma":[0.9992495,0.00002267277,0.00006769427,0.0003994564,0.0001678211,0.00009282136],"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":[0.000248852,0.004466831,0.06715278,0.001359107,0.0007014031,0.00004127558,0.02474213,0.03905238,0.627012,0.000602135,0.03058723,0.2040339],"study_design_scores_gemma":[0.0008801393,0.001389402,0.05213917,0.0001952914,0.00003199828,0.00001554625,0.0214343,0.007948174,0.914104,0.000348424,0.0006638978,0.0008495953],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921427,0.00004513143,0.00003284735,0.00006602419,0.0005211207,0.0003032739,0.0000111647,0.0001323679,0.006745358],"genre_scores_gemma":[0.9994514,0.000008951008,0.00006468777,0.00009035585,0.00003956397,0.000163914,0.000005240852,0.00003070433,0.0001452011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2870921,"threshold_uncertainty_score":0.6720771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01037182445871951,"score_gpt":0.2326038270130908,"score_spread":0.2222320025543713,"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."}}