{"id":"W2579002727","doi":"10.32920/ryerson.14652342.v1","title":"Encapsulation Through The Use Of Emulsified Microemulsions","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"McMaster University; Advanced Foods and Materials Network","keywords":"Microemulsion; Differential scanning calorimetry; Small-angle X-ray scattering; Chemical engineering; Materials science; Aqueous solution; Phase (matter); Aqueous two-phase system; Chromatography; Chemistry; Scattering; Organic chemistry; Pulmonary surfactant; Thermodynamics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001297107,0.0004158102,0.0002374876,0.0001689808,0.00008650566,0.0003227914,0.0002120205,0.0002215592,0.0004329409],"category_scores_gemma":[0.0001178584,0.0001391651,0.0002642608,0.0001272134,0.0001597975,0.0003912029,0.0002779989,0.0003187274,0.0002796916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000171721,"about_ca_system_score_gemma":0.0001139588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001751794,"about_ca_topic_score_gemma":0.0002085138,"domain_scores_codex":[0.99992,0.000007608422,0.000009360286,0.00002715995,0.0000209863,0.00001487397],"domain_scores_gemma":[0.9999572,0.000005856361,0.0000185384,0.000005280619,0.000009071443,0.000003987077],"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":[0.00001185927,0.000007550138,0.00003234375,0.00005201226,0.000004231348,0.00002547025,0.000008908064,0.00007347744,0.9977517,0.00009903117,0.00001457236,0.001918864],"study_design_scores_gemma":[0.000002982886,0.00008649432,0.0002240251,0.000004842206,0.000005795505,0.00005617322,0.000005078296,0.0004000308,0.9971506,0.00001788022,0.002043484,0.000002641585],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9579948,0.004246322,0.03334506,0.0001233397,0.00006747048,0.0001306811,0.0001938246,0.000354795,0.003543558],"genre_scores_gemma":[0.9689291,0.003301742,0.02171286,0.00006945403,0.00001834926,0.00007572172,0.0002309121,0.000060419,0.005601383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004329409,"threshold_uncertainty_score":0.001448333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1005122994152827,"score_gpt":0.2774803634767882,"score_spread":0.1769680640615054,"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."}}