{"id":"W2070115986","doi":"10.1080/10916460500296650","title":"Vapex—Gravity-assisted Film Drainage for Heavy Oil Recovery","year":2007,"lang":"en","type":"article","venue":"Petroleum Science and Technology","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Petroleum engineering; Steam-assisted gravity drainage; Oil viscosity; Viscosity; Dilution; Drainage; Extraction (chemistry); Work (physics); Flow (mathematics); Process (computing); Geology; Environmental science; Materials science; Mechanics; Chemistry; Engineering; Oil sands; Thermodynamics; Chromatography; Mechanical engineering; Composite material; Asphalt; Physics; Computer science","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":[0.001012247,0.0001740341,0.0002221244,0.0009416341,0.0002220945,0.00005682217,0.0004341255,0.0002224844,0.000006260775],"category_scores_gemma":[0.0003280691,0.0001760343,0.00003916323,0.001256972,0.0006129197,0.000317095,0.0000984122,0.0002388222,0.000008705087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001836426,"about_ca_system_score_gemma":0.00005665169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007322317,"about_ca_topic_score_gemma":0.00007340588,"domain_scores_codex":[0.9984845,0.000003928736,0.0002348118,0.0003837086,0.0002175978,0.0006754387],"domain_scores_gemma":[0.9992585,0.0001141383,0.00004410818,0.0003582622,0.0001373647,0.00008761592],"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":[0.00002535149,0.00003372694,0.0003383632,0.00008898076,0.00001395077,0.00001437078,0.00002931986,0.00005692489,0.3351267,0.01299373,0.0007680095,0.6505106],"study_design_scores_gemma":[0.0006622904,0.0006376471,0.002125744,0.00009834345,0.00002397995,0.0001485808,0.0002490194,0.008777025,0.8660672,0.04357472,0.07690722,0.0007282487],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8469922,0.0008228217,0.09054985,0.0008916904,0.0007424491,0.0001842498,0.00002603827,0.003706592,0.05608414],"genre_scores_gemma":[0.9802657,0.0001672513,0.01872235,0.00009417667,0.00003666178,0.0000713648,0.000002671001,0.00002686605,0.0006129688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6497824,"threshold_uncertainty_score":0.7178469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006688686535813292,"score_gpt":0.2376364118658049,"score_spread":0.2309477253299917,"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."}}