{"id":"W4312529049","doi":"10.1115/omae2022-80869","title":"Correlation/Prediction of CO2 Solubility in Single-Salt and Multi-Salt Brines Using PR EOS Incorporated With Modified Alpha Functions and BIP Correlations","year":2022,"lang":"en","type":"article","venue":"Volume 10: Petroleum Technology","topic":"Phase Equilibria and Thermodynamics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Solubility; Brine; Absolute deviation; Salt (chemistry); Equation of state; Thermodynamics; Chemistry; Enthalpy; Mathematics; Organic chemistry; Physics; Statistics","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":[0.0006029903,0.0006850352,0.0005272756,0.0006683019,0.0001583054,0.0005164568,0.000664669,0.0005322833,0.0006059663],"category_scores_gemma":[0.001285908,0.0002772475,0.0008237903,0.0007746853,0.0002714862,0.0008687861,0.000525212,0.0005963029,0.0002557237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003077055,"about_ca_system_score_gemma":0.0004717238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004648853,"about_ca_topic_score_gemma":0.00347438,"domain_scores_codex":[0.9997668,0.00004319605,0.00001973183,0.00005775487,0.0000860276,0.00002645369],"domain_scores_gemma":[0.9996434,0.0001226172,0.00006214851,0.00005233055,0.0001030141,0.00001637954],"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":[0.00009484068,0.00006832017,0.01421684,0.0001497216,0.00008098008,0.0001671668,0.00004787421,0.9310002,0.02941874,0.001793534,0.0002986853,0.02266313],"study_design_scores_gemma":[0.000004902528,0.00001840958,0.001602281,0.000002376237,0.000006719859,0.00001010245,0.000005465895,0.9933664,0.004604162,0.0001936895,0.0001777584,0.000007770694],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6980968,0.0005044673,0.295898,0.0001218928,0.00008331697,0.00008243808,0.0009428498,0.0009335637,0.003336736],"genre_scores_gemma":[0.9749997,0.0001379789,0.02380245,0.00001639996,0.00001221476,0.00003922638,0.0004373622,0.00005947788,0.0004952059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004648853,"threshold_uncertainty_score":0.009243608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01717612836768677,"score_gpt":0.2012414816070202,"score_spread":0.1840653532393334,"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."}}