{"id":"W2029050931","doi":"10.1021/je800767e","title":"Thermodynamic Stability and the Origins of Incongruent and Strongly Coupled Diffusion in Solutions of Micelles, Solubilizates, and Microemulsions","year":2009,"lang":"en","type":"article","venue":"Journal of Chemical & Engineering Data","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Chemistry; Micelle; Thermodynamics; Microemulsion; Diffusion; Ternary operation; Molecular diffusion; Aqueous solution; Chemical physics; Pulmonary surfactant; 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":[0.0002168135,0.0002058637,0.0002015528,0.0004765758,0.0002224592,0.0004017674,0.0002158403,0.0002006354,0.0002459947],"category_scores_gemma":[0.0007506745,0.0002144008,0.0001448646,0.0001964218,0.0004927285,0.0004684339,0.0004280199,0.0004184567,0.0000669791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003582962,"about_ca_system_score_gemma":0.0002471688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000602268,"about_ca_topic_score_gemma":0.0006665667,"domain_scores_codex":[0.9998796,0.00001718936,0.00001267207,0.00002805498,0.00004636042,0.00001612836],"domain_scores_gemma":[0.9997664,0.00008654995,0.00008307907,0.000009919703,0.00003470293,0.0000193442],"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":[0.0001053379,0.00001695295,0.001553106,0.00007078357,0.00001628651,0.0001051353,0.0001299913,0.00208121,0.9903356,0.002681423,0.00002132042,0.002882957],"study_design_scores_gemma":[0.00001726411,0.000140496,0.005153743,0.000009698272,0.00002096618,0.0002191861,0.0000959977,0.03113318,0.9609097,0.00161607,0.0006524115,0.00003121343],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956625,0.0007158958,0.002909221,0.00003617161,0.000004090945,0.000007853516,0.00003241333,0.00002351425,0.0006083469],"genre_scores_gemma":[0.9984784,0.0002538407,0.001069627,0.000006224155,0.000002812553,0.000007672096,0.00002178157,0.000004134714,0.0001555873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000602268,"threshold_uncertainty_score":0.002599657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01507074350132775,"score_gpt":0.223522626919872,"score_spread":0.2084518834185442,"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."}}