{"id":"W294349583","doi":"10.1023/a:1005296425604","title":"Diffusion and Ion Association in Concentrated Solutions of Aqueous Lithium, Sodium, and Potassium Sulfates","year":2001,"lang":"en","type":"article","venue":"Journal of Solution Chemistry","topic":"Chemical and Physical Properties in Aqueous Solutions","field":"Chemical Engineering","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Chemistry; Diffusion; Electrolyte; Aqueous solution; Strong electrolyte; Thermodynamics; Osmotic coefficient; Taylor dispersion; Viscosity; Activity coefficient; Ion; Ionic bonding; Ion-association; Analytical Chemistry (journal); Physical chemistry; Chromatography; Organic chemistry","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":[0.0003561095,0.000248037,0.0003066413,0.0003177765,0.0002983888,0.0006288676,0.0004364401,0.00035414,0.0007450446],"category_scores_gemma":[0.0007359455,0.0002214056,0.0001844447,0.0002634402,0.0005544366,0.0007115992,0.0003443474,0.0004541111,0.0002541062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004561346,"about_ca_system_score_gemma":0.0003486312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001362693,"about_ca_topic_score_gemma":0.000722733,"domain_scores_codex":[0.9997627,0.00003293837,0.00002161363,0.00007661879,0.00005994477,0.00004618397],"domain_scores_gemma":[0.9995825,0.000150936,0.00009792805,0.000031737,0.00009137583,0.00004556919],"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":[0.0005000252,0.00002863747,0.0007818524,0.00006252684,0.00001608753,0.00004462085,0.0001654975,0.0002918151,0.9954479,0.0003090329,0.00005799417,0.002293923],"study_design_scores_gemma":[0.00004074432,0.0001494422,0.001928353,0.00000651369,0.00002047694,0.00008031557,0.00006984016,0.003364022,0.9933582,0.0001166212,0.0008527847,0.00001265938],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972722,0.0005727204,0.001244004,0.00006992216,0.00001644748,0.000008703435,0.00007059689,0.00002012775,0.0007253316],"genre_scores_gemma":[0.9956532,0.0006532501,0.001404399,0.00003791223,0.00002398361,0.00001479051,0.0002518549,0.00002029473,0.001940369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001362693,"threshold_uncertainty_score":0.003309548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01149277142939809,"score_gpt":0.2151677389904911,"score_spread":0.203674967561093,"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."}}