{"id":"W2004047702","doi":"10.1021/la060017g","title":"Self-Assembly and Physicochemical and Rheological Properties of a Polysaccharide−Surfactant System Formed from the Cationic Biopolymer Chitosan and Nonionic Sorbitan Esters","year":2006,"lang":"en","type":"article","venue":"Langmuir","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Biopolymer; Chitosan; Cationic polymerization; Sorbitan; Rheology; Pulmonary surfactant; Polysaccharide; Chemistry; Chemical engineering; Organic chemistry; Polymer; Polymer chemistry; Polymer science; Materials science; Composite material; Biochemistry","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":[0.0003330729,0.0002525412,0.0001471603,0.0003124079,0.0001155328,0.0002803956,0.0001296868,0.000238851,0.0003913308],"category_scores_gemma":[0.000447818,0.0001491525,0.0002066101,0.0001802869,0.0001939602,0.000209002,0.000115691,0.0002726923,0.0001214171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002157321,"about_ca_system_score_gemma":0.0001707638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004602462,"about_ca_topic_score_gemma":0.0004781539,"domain_scores_codex":[0.9998504,0.00003195805,0.00001444059,0.00002390777,0.0000521614,0.00002715044],"domain_scores_gemma":[0.9997708,0.00004668586,0.00006446367,0.00001586254,0.00005159907,0.00005055779],"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":[0.00003163075,0.00001189792,0.0001204091,0.000009573742,0.000003957188,0.00002092295,0.00001099211,0.00005289042,0.9993487,0.0000290078,0.000004986826,0.0003549522],"study_design_scores_gemma":[0.00001155689,0.000262715,0.003580496,0.000002430789,0.00001799972,0.00009235514,0.00001005047,0.001489361,0.994176,0.00002225553,0.0003277251,0.000007021283],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984556,0.0004136881,0.0008276121,0.00001260941,0.000005610774,0.000009669054,0.00003815457,0.00001224859,0.0002247099],"genre_scores_gemma":[0.9976037,0.0003024999,0.001342786,0.00001527181,0.000005711574,0.0000108455,0.0001567838,0.000006665526,0.0005557137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004602462,"threshold_uncertainty_score":0.001761496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00697365227963661,"score_gpt":0.1788394805214097,"score_spread":0.1718658282417731,"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."}}