{"id":"W1985012559","doi":"10.1021/je990268+","title":"Predicting the Diffusion Coefficients of Concentrated Mixed Electrolyte Solutions from Binary Solution Data. NaCl + MgCl<sub>2</sub>+ H<sub>2</sub>O and NaCl + SrCl<sub>2</sub>+ H<sub>2</sub>O at 25 °C","year":2000,"lang":"en","type":"article","venue":"Journal of Chemical & Engineering Data","topic":"Chemical and Physical Properties in Aqueous Solutions","field":"Chemical Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Chemistry; Electrolyte; Diffusion; Binary number; Thermodynamics; Analytical Chemistry (journal); Physical chemistry; Chromatography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0008946312,0.001154301,0.001518576,0.0002256235,0.0005727959,0.0001714856,0.002832497,0.0007829782,0.00003496014],"category_scores_gemma":[0.001559391,0.001001095,0.0004749045,0.001137335,0.0006661823,0.001142636,0.002615804,0.002889562,0.00006061171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007996147,"about_ca_system_score_gemma":0.0002467624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004875526,"about_ca_topic_score_gemma":0.000009810089,"domain_scores_codex":[0.9924645,0.0001780303,0.00243905,0.001459411,0.001579688,0.001879303],"domain_scores_gemma":[0.9941059,0.001278541,0.0008486632,0.002404317,0.0004128137,0.0009497307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005190475,0.0007168056,0.00004968212,0.0002503359,0.0005453345,0.00004284955,0.0001869638,0.009687738,0.9753236,0.0000318458,0.005033915,0.007611923],"study_design_scores_gemma":[0.001678794,0.0001195431,0.0001175127,0.0007722741,0.0004725127,0.0001652419,0.00002177301,0.3225051,0.6724004,0.0000654446,0.0009585872,0.0007228579],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857173,0.00315372,0.006589754,0.0005084104,0.0006930931,0.0005460386,0.002398438,0.0003565254,0.0000367071],"genre_scores_gemma":[0.9927176,0.002239589,0.0004117742,0.0001209772,0.001351472,0.00002714,0.002907492,0.0002177237,0.000006180847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3128173,"threshold_uncertainty_score":0.9994108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01802031191004917,"score_gpt":0.2155300306984272,"score_spread":0.1975097187883781,"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."}}