{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002705307,0.000178702,0.0002027858,0.00005379154,0.000110362,0.00001124616,0.0002294641,0.0001451804,0.0002774859],"category_scores_gemma":[0.00003905023,0.0001556442,0.00003405031,0.0001130718,0.0003510895,0.0002240373,0.00003875802,0.0001375955,0.00001784936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006230392,"about_ca_system_score_gemma":0.00003404053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004128748,"about_ca_topic_score_gemma":2.434458e-7,"domain_scores_codex":[0.9984191,0.0004646654,0.0004035387,0.0002663999,0.0001444763,0.0003018046],"domain_scores_gemma":[0.9992374,0.0002416716,0.0001602791,0.0001591828,0.00006869587,0.0001328086],"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":[0.0004985147,0.0004366672,0.001229457,0.00001294137,0.00007212297,0.000001591492,0.001750058,0.00024705,0.9694543,0.0002549303,0.001565291,0.02447701],"study_design_scores_gemma":[0.001854814,0.000336517,0.00003719144,0.00001154036,0.00007117063,0.000003640993,0.0009855932,0.002931885,0.991642,0.00008661144,0.001836506,0.0002025428],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4199137,0.0007844166,0.5782731,0.00009714813,0.0002937638,0.0002657095,0.0001390933,0.00004623868,0.0001868388],"genre_scores_gemma":[0.993438,0.0002771999,0.00535049,0.0005447161,0.0000522153,0.00004292166,0.00006978506,0.00002960521,0.0001950524],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5735244,"threshold_uncertainty_score":0.6346986,"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."}}