{"id":"W2548269697","doi":"10.3390/cosmetics3040038","title":"Polyamide Microparticles Containing Vitamin C by Interfacial Polymerization: An Approach by Design of Experimentation","year":2016,"lang":"en","type":"article","venue":"Cosmetics","topic":"Advancements in Transdermal Drug Delivery","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Ascorbic acid; Microparticle; Polyamide; Pharmaceutics; Response surface methodology; Vitamin C; Materials science; Nanoparticle; Chemistry; Interfacial polymerization; Chemical engineering; Nanotechnology; Polymer; Chromatography; Organic chemistry; Polymer chemistry; Pharmacology; Biochemistry; Food science","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":[0.001091352,0.0004230834,0.0003445128,0.0003115495,0.0002239632,0.0004624495,0.000436732,0.0003961675,0.0005774953],"category_scores_gemma":[0.0005380953,0.0002563156,0.0004122946,0.0002228339,0.0004297032,0.0002988418,0.0002536729,0.0005259717,0.0001375428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004182796,"about_ca_system_score_gemma":0.0003838725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002083417,"about_ca_topic_score_gemma":0.0002702907,"domain_scores_codex":[0.9994965,0.000133197,0.00005090022,0.0001126812,0.0001574896,0.00004923643],"domain_scores_gemma":[0.9997259,0.00009450942,0.0000988118,0.00002623211,0.00004012095,0.00001444165],"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":[0.0001197742,0.0001233662,0.00009634347,0.0001819978,0.00001045471,0.00002823884,0.00003774326,0.001108679,0.9916912,0.0008028566,0.00001708087,0.005782219],"study_design_scores_gemma":[0.00005666261,0.001750738,0.0004057407,0.00001233899,0.00003825781,0.00006233506,0.000009269115,0.002979051,0.9915849,0.0001462973,0.002942133,0.00001223996],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.726023,0.002797333,0.2638285,0.0001789241,0.0001040438,0.002300264,0.0002618319,0.0003442697,0.0041619],"genre_scores_gemma":[0.7559215,0.002785894,0.2359519,0.00005526933,0.00002521525,0.001927891,0.0002213254,0.00005583636,0.00305507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001091352,"threshold_uncertainty_score":0.005771637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1139925546174116,"score_gpt":0.4204305822230818,"score_spread":0.3064380276056702,"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."}}