{"id":"W2185012089","doi":"10.1016/j.ejpb.2015.10.006","title":"Applying a novel electrostatic dry powder coating technology to pellets","year":2015,"lang":"en","type":"article","venue":"European Journal of Pharmaceutics and Biopharmaceutics","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Coating; Pellets; Plasticizer; Materials science; Dissolution; Curing (chemistry); Powder coating; Active ingredient; Fluidized bed; Composite material; Chemical engineering; Chemistry; Organic chemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005881789,0.0005486935,0.0007239714,0.0008131547,0.0003680549,0.0001469383,0.0007920542,0.0002104595,0.00008981075],"category_scores_gemma":[0.0004465873,0.0005113988,0.0001838647,0.001018758,0.0003469891,0.0002792082,0.000442562,0.002108583,0.0002423498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001766933,"about_ca_system_score_gemma":0.0002781025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003499169,"about_ca_topic_score_gemma":0.00000177812,"domain_scores_codex":[0.9953696,0.001023166,0.001508264,0.0004688268,0.0006407513,0.0009894317],"domain_scores_gemma":[0.9958881,0.0003236203,0.0008536424,0.0002743504,0.0009476898,0.001712622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002119958,0.001207937,0.01397534,0.0003399985,0.001055731,0.001859753,0.005595094,0.003605999,0.8022209,0.001095857,0.01073733,0.1561861],"study_design_scores_gemma":[0.00758427,0.0008265355,0.0001471585,0.0001229481,0.0005623441,0.001349441,0.002279578,0.009445342,0.08731038,0.0001168696,0.8895518,0.0007033066],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9615296,0.009424028,0.008154319,0.005490966,0.00531879,0.001562988,0.0001099735,0.0002217537,0.00818764],"genre_scores_gemma":[0.9842975,0.0009635506,0.005064886,0.008055283,0.0009747475,0.00001610261,0.000006307064,0.000105439,0.000516181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8788145,"threshold_uncertainty_score":0.9997337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1648270701467517,"score_gpt":0.430497926931746,"score_spread":0.2656708567849944,"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."}}