{"id":"W1574959159","doi":"10.1002/9781118094273.ch2","title":"The Performance of State of the Art Industrial Thermodynamic Models for the Correlation and Prediction of Acid Gas Solubility in Water","year":2011,"lang":"en","type":"other","venue":"","topic":"Phase Equilibria and Thermodynamics","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Virtual Materials Group (Canada)","funders":"","keywords":"Solubility; Thermodynamics; Equation of state; Correlation; Chemistry; Mathematics; Physical chemistry; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00352226,0.001161326,0.001105301,0.0007603317,0.0008125269,0.002020955,0.0017805,0.001420827,0.001988125],"category_scores_gemma":[0.005374222,0.0006428932,0.001164666,0.001410083,0.0003628631,0.002374924,0.0006874897,0.001330726,0.001151377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001469894,"about_ca_system_score_gemma":0.001289188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01810583,"about_ca_topic_score_gemma":0.01378053,"domain_scores_codex":[0.9986946,0.000312451,0.00009136915,0.0002129644,0.0006239716,0.00006470577],"domain_scores_gemma":[0.9975309,0.001309847,0.00008988215,0.0003507235,0.0006729144,0.00004578226],"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":[0.0009450982,0.0006249864,0.02270799,0.0007090183,0.0003509484,0.0000599236,0.000139652,0.7550879,0.01916895,0.004605579,0.006907882,0.1886921],"study_design_scores_gemma":[0.00002256012,0.0002081326,0.00365096,0.00003290348,0.00004535189,0.00001515599,0.00003221111,0.9593894,0.03390618,0.0005687626,0.002085294,0.00004314058],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8524012,0.01020944,0.09079067,0.001537217,0.000532087,0.0001504051,0.005526067,0.006283917,0.03256905],"genre_scores_gemma":[0.9581197,0.003608211,0.02918941,0.00008898537,0.00008259979,0.00009934005,0.004742742,0.0004563393,0.003612708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01810583,"threshold_uncertainty_score":0.03600091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0162948028147715,"score_gpt":0.1836539598906848,"score_spread":0.1673591570759133,"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."}}