{"id":"W2088995587","doi":"10.1080/01932690600662695","title":"Mixed Micellization of Ionic and Nonionic Surfactants in Aqueous Solution","year":2006,"lang":"en","type":"article","venue":"Journal of Dispersion Science and Technology","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Micelle; Pulmonary surfactant; Aqueous solution; Chemistry; Cationic polymerization; Adsorption; Nonionic surfactant; Ionic bonding; Critical micelle concentration; Chemical engineering; Thermodynamics of micellization; Moiety; Alkyl; Organic chemistry; Polymer chemistry; Thermodynamics; Ion","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":[0.000599747,0.0003873611,0.0002830701,0.0003072148,0.0001671101,0.0003947527,0.0003135402,0.0003338891,0.0007926316],"category_scores_gemma":[0.0005155765,0.0001806918,0.0002430722,0.0002200402,0.0002268789,0.0004041797,0.0002248059,0.0004170843,0.0002616539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003212671,"about_ca_system_score_gemma":0.0003095675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004194669,"about_ca_topic_score_gemma":0.0004684687,"domain_scores_codex":[0.9996827,0.0000589088,0.0000339855,0.00007256847,0.0001021403,0.00004973489],"domain_scores_gemma":[0.9997424,0.00004273772,0.00005500342,0.00001900953,0.00009447486,0.00004623217],"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":[0.00008962869,0.00001978786,0.00006432335,0.00002911919,0.000006387633,0.00002068806,0.00001501133,0.00004173157,0.9989284,0.000127592,0.00001172896,0.0006455497],"study_design_scores_gemma":[0.000008694869,0.0001474327,0.0001847421,0.000003141975,0.000009117517,0.00003056639,0.000003983133,0.0003995393,0.9986346,0.00001708048,0.0005594339,0.000001569832],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917865,0.002236782,0.004180842,0.00007668193,0.00004351743,0.00004106986,0.00007685126,0.00006291942,0.001494792],"genre_scores_gemma":[0.9892282,0.001115713,0.005855004,0.0001124718,0.00002378516,0.00005170799,0.000240344,0.0000421131,0.003330528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007926316,"threshold_uncertainty_score":0.003171802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008054994039796197,"score_gpt":0.2171207075345607,"score_spread":0.2090657134947645,"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."}}