{"id":"W4206131083","doi":"10.1155/2022/6503603","title":"Three-Dimensional Physical Simulation of Heavy Oil Exploitation by Hot Solvent Injection","year":2022,"lang":"en","type":"article","venue":"Geofluids","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Solvent; Chemistry; Petroleum engineering; Chemical engineering; Pulp and paper industry; Chromatography; Geology; Organic chemistry","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":[0.0001162304,0.00009869241,0.0001232551,0.00007790274,0.0000752283,0.000006237113,0.00006809222,0.00003277319,0.00009059648],"category_scores_gemma":[0.00001432665,0.0001174003,0.00006171292,0.0001884238,0.00001551043,0.0001423806,0.00004387428,0.0001419087,0.000006976747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001596191,"about_ca_system_score_gemma":0.00001255157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003827073,"about_ca_topic_score_gemma":0.000006235391,"domain_scores_codex":[0.999245,0.00002069451,0.0001735469,0.0001318837,0.0002867141,0.0001421425],"domain_scores_gemma":[0.9997001,0.00006942394,0.00003138535,0.0001347611,0.0000388384,0.00002551691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003230149,0.00006552909,0.0000403136,0.00002672076,0.00001497708,4.196563e-7,0.0001443256,0.7725414,0.2015761,0.00008735089,0.004738871,0.02073167],"study_design_scores_gemma":[0.0002177272,0.0003214832,0.0003188826,0.00001700029,0.00001280466,0.000002246763,0.00003572843,0.7435069,0.2506721,0.002049469,0.002662721,0.000182986],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9300141,0.0002250285,0.06847114,0.00001499094,0.0002683341,0.00006895618,0.0000355143,0.0003906708,0.0005113144],"genre_scores_gemma":[0.9990072,0.000009229006,0.0006427122,0.00002203426,0.00005168267,0.00008808467,0.00007787886,0.00002746177,0.00007376412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0689931,"threshold_uncertainty_score":0.4787444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01088482532178315,"score_gpt":0.2397380001684013,"score_spread":0.2288531748466182,"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."}}