{"id":"W4241761856","doi":"10.1002/cjce.22941","title":"Issue Highlights","year":2017,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Advancements in Transdermal Drug Delivery","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transdermal; Penetration (warfare); Computer science; Emulsion; Drug delivery; Nanotechnology; Chemistry; Materials science; Operations research; Engineering; Organic chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003049725,0.001122285,0.0007695361,0.001771715,0.001895193,0.007202163,0.002520726,0.00626719,0.2790827],"category_scores_gemma":[0.01247078,0.0004039778,0.00111074,0.001304006,0.0007588201,0.003251923,0.002162196,0.004928756,0.1300028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002981163,"about_ca_system_score_gemma":0.007926103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004557204,"about_ca_topic_score_gemma":0.008467814,"domain_scores_codex":[0.99727,0.0002286074,0.0001514489,0.000318724,0.001601542,0.000429658],"domain_scores_gemma":[0.9878065,0.0008597676,0.0005043338,0.000415,0.006968587,0.003445802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001485301,0.000008455099,0.00004109711,0.00009131734,0.000002240068,0.00003185017,0.000006552695,0.000008806211,0.00005398189,0.0006387246,0.9861,0.013002],"study_design_scores_gemma":[0.000007348989,0.000008720825,0.0001896278,0.0000858105,0.000002985137,0.00006492338,0.00001900427,0.00001096242,0.0000692457,0.0003951396,0.9991429,0.000003241627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.000490119,0.01405226,0.0007090546,0.2142092,0.6145379,0.0003220264,0.003513134,0.0005831317,0.1515832],"genre_scores_gemma":[0.005915054,0.02264208,0.0009176318,0.1246869,0.3894809,0.0002431693,0.004473119,0.0005229691,0.4511181],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7209173,"threshold_uncertainty_score":0.9336245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05372840637807318,"score_gpt":0.3590827056169543,"score_spread":0.3053542992388811,"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."}}