{"id":"W1996561591","doi":"10.1021/ie0701524","title":"Speciation-Based Chemical Equilibrium Model of CaSO<sub>4</sub> Solubility in the H + Na + Ca+ Mg + Al + Fe(II) + Cl + SO<sub>4</sub> + H<sub>2</sub>O System","year":2007,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Chemical and Physical Properties in Aqueous Solutions","field":"Chemical Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Solubility; Chemistry; Aqueous solution; Solubility equilibrium; Sulfate; Metal; Activity coefficient; Chloride; Dissociation (chemistry); Equilibrium constant; Inorganic chemistry; Chemical equilibrium; Thermodynamics; Physical chemistry; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001562005,0.0004735527,0.0005833533,0.0003844986,0.0004096264,0.0005027266,0.001175205,0.0008642795,0.0009828546],"category_scores_gemma":[0.0003530394,0.0004160102,0.0007353752,0.0002524574,0.000410855,0.000988978,0.0003867699,0.0004699794,0.000274138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001110284,"about_ca_system_score_gemma":0.001378305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009447841,"about_ca_topic_score_gemma":0.007352266,"domain_scores_codex":[0.9999075,0.00001379207,0.000006129802,0.00002419203,0.00003593263,0.00001257957],"domain_scores_gemma":[0.9999011,0.00002719017,0.00001472695,0.000009864809,0.00003917663,0.000007894701],"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":[0.00003565347,0.00004257495,0.001005992,0.00006232626,0.00002249524,0.00009849703,0.00006582878,0.9471285,0.03771676,0.01001551,0.0003333741,0.003472388],"study_design_scores_gemma":[0.000006217501,0.000007650238,0.0001661182,0.000001103251,0.000004603381,0.000008604464,0.000005817942,0.9963157,0.002406924,0.0005969854,0.0004767462,0.000003660948],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5587152,0.0007858995,0.4151089,0.0006267476,0.0001615312,0.000235681,0.0011332,0.001089204,0.02214368],"genre_scores_gemma":[0.9597012,0.0004834079,0.02953363,0.0001213326,0.00003734064,0.0002687178,0.0004428396,0.0001408064,0.009270758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009447841,"threshold_uncertainty_score":0.01878572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06027713505531883,"score_gpt":0.2854114331363314,"score_spread":0.2251342980810126,"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."}}