{"id":"W4232674657","doi":"10.2118/2009-108","title":"Numerical Simulation and Economic Evaluation of Hybrid Solvent Processes","year":2009,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"Process Optimization and Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Solvent; Computer science; Computer simulation; Chemistry; Simulation; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001332406,0.0006375129,0.0009101272,0.001017229,0.0006531635,0.001190317,0.0008332799,0.001694202,0.003739008],"category_scores_gemma":[0.003905714,0.0003777992,0.0008348775,0.0009957122,0.0009295957,0.0006388592,0.0006417056,0.0009461471,0.000185024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001877202,"about_ca_system_score_gemma":0.001055025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01285081,"about_ca_topic_score_gemma":0.006025789,"domain_scores_codex":[0.9996306,0.0001538458,0.00002014618,0.00004117833,0.00008155673,0.00007277662],"domain_scores_gemma":[0.9958795,0.003267133,0.0002128852,0.0001140949,0.0004255773,0.0001007444],"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":[0.00003583556,0.00002750114,0.0004629705,0.00001754869,0.000006172406,0.00002360286,0.000006325123,0.9976935,0.0001936877,0.0007438406,0.00004942285,0.0007395732],"study_design_scores_gemma":[0.0000110096,0.00002838562,0.0001362003,0.000003163627,0.000002594565,0.000002451593,0.00001049129,0.9992844,0.0001896977,0.0002459805,0.00008282145,0.000002783986],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9271729,0.0005803003,0.04575337,0.000730349,0.00009305796,0.0002060908,0.0009020154,0.0001729394,0.02438899],"genre_scores_gemma":[0.9892311,0.0001205184,0.008880115,0.00003310252,0.000008811571,0.0001154255,0.0002023062,0.00001406071,0.001394541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01285081,"threshold_uncertainty_score":0.02555203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02341504354570266,"score_gpt":0.2636381333607496,"score_spread":0.240223089815047,"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."}}