{"id":"W2147494403","doi":"10.18433/j3k31n","title":"Dry Powder Coating using Planetary Centrifugal Mixer","year":2015,"lang":"en","type":"article","venue":"Journal of Pharmacy & Pharmaceutical Sciences","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kaken Pharmaceutical","keywords":"Magnesium stearate; Materials science; Particle size; Wetting; Dissolution; Crystallinity; Mixing (physics); Chemical engineering; Coating; Composite material; Fluidized bed; Lactose; Chromatography; Dosage form; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006715442,0.0004067924,0.0006530627,0.0003529132,0.0005845607,0.0001578302,0.001061876,0.0002026035,0.001574403],"category_scores_gemma":[0.0003797884,0.0003305416,0.0003046112,0.0008115089,0.001068637,0.001202477,0.0002066433,0.001709792,0.0002117643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000237915,"about_ca_system_score_gemma":0.0009234483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001388983,"about_ca_topic_score_gemma":0.000007078075,"domain_scores_codex":[0.994364,0.001410826,0.001386903,0.0004319083,0.001318129,0.001088276],"domain_scores_gemma":[0.9961185,0.0007916563,0.0007615937,0.000144806,0.0005199647,0.001663472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004444474,0.002352081,0.6521837,0.0002958351,0.001001845,0.00222706,0.004436698,0.0478745,0.1641679,0.001174002,0.03735742,0.08248442],"study_design_scores_gemma":[0.007009141,0.0003317794,0.000358533,0.00007514298,0.000549218,0.001102719,0.001455686,0.1266902,0.06673755,0.0003043444,0.7947936,0.0005921134],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744372,0.008098181,0.0005300998,0.001659602,0.008168914,0.0003580655,0.0000403218,0.00007259855,0.006634999],"genre_scores_gemma":[0.9917819,0.0003831925,0.001587949,0.003889334,0.00214489,0.000002824384,0.000003081521,0.00002499074,0.0001818494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7574362,"threshold_uncertainty_score":0.9999146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3933077409494822,"score_gpt":0.5092056016232177,"score_spread":0.1158978606737355,"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."}}