{"id":"W2009310028","doi":"10.2118/2007-199-ea","title":"Mass Transfer Coefficients in Vapour Extraction (VAPEX)","year":2007,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"Phase Equilibria and Thermodynamics","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Extraction (chemistry); Mass transfer; Materials science; Petroleum engineering; Mechanics; Chromatography; Chemistry; Geology; Physics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001424776,0.0001186116,0.00009384385,0.0004040927,0.00002348445,0.00004983141,0.0002329678,0.00008374182,0.000461404],"category_scores_gemma":[0.00001485717,0.0001451394,0.00003450458,0.0001089285,0.0000226565,0.0001653557,0.000003905777,0.00020088,0.00008109802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005850792,"about_ca_system_score_gemma":0.0001228456,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004821585,"about_ca_topic_score_gemma":0.1565673,"domain_scores_codex":[0.9991475,0.000007907103,0.0002026735,0.0001472674,0.0001647951,0.0003298325],"domain_scores_gemma":[0.9995859,0.00003163445,0.000009485721,0.0001029027,0.00005196216,0.0002180908],"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":[0.0002235388,0.0001919091,0.05145415,0.00008509668,0.0003717889,0.001757215,0.001458997,0.4450545,0.2340172,0.2235325,0.001101935,0.04075109],"study_design_scores_gemma":[0.00108774,0.00002491774,0.0413825,0.00007038647,0.000008783114,0.00003988507,0.0001421774,0.9172069,0.00262639,0.001793646,0.03515602,0.0004606542],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8163492,0.00002019794,0.06076123,0.000118242,0.001215373,0.00004810873,0.00005914045,0.00005693521,0.1213716],"genre_scores_gemma":[0.9992206,0.00001359214,0.00006930981,0.00006579913,0.00009373705,0.000005714302,0.0000508558,0.00001994841,0.0004604062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4721524,"threshold_uncertainty_score":0.8588232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01189216866765071,"score_gpt":0.2325700730842396,"score_spread":0.2206779044165889,"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."}}