{"id":"W3081628683","doi":"10.14356/kona.2021014","title":"Modulated Uniaxial Compression Analysis of Respirable Pharmaceutical Powders","year":2020,"lang":"en","type":"article","venue":"KONA Powder and Particle Journal","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation; Ministry of Advanced Education, Government of Alberta","keywords":"Compression (physics); Materials science; Tableting; Particle size; Composite material; Chemical engineering; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003707453,0.0004393118,0.0002879218,0.0006655732,0.0002257545,0.0002504715,0.0004031949,0.0003159489,0.0009811556],"category_scores_gemma":[0.0007634138,0.0001555355,0.0001964872,0.0005472659,0.0002797894,0.0004728842,0.0002548866,0.0005381549,0.0002670631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002634,"about_ca_system_score_gemma":0.0002802339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001311486,"about_ca_topic_score_gemma":0.002169254,"domain_scores_codex":[0.9994397,0.00006093141,0.00003502412,0.00007736692,0.0003611794,0.0000258345],"domain_scores_gemma":[0.9996068,0.0001119755,0.00009692502,0.00002942515,0.0001311912,0.00002371696],"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":[0.00003656099,0.00001513073,0.0006353717,0.0000590635,0.000006739281,0.00005006482,0.00002754488,0.0000916269,0.9912846,0.00007500511,0.00006193203,0.007656408],"study_design_scores_gemma":[0.0000099815,0.0002524489,0.01216125,0.00001292061,0.00002258676,0.0002601919,0.00003767766,0.003949648,0.9803647,0.00005493994,0.00285777,0.00001608991],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8348755,0.00853687,0.1476499,0.0002695452,0.0001443077,0.0004743815,0.001972785,0.0007779152,0.005298949],"genre_scores_gemma":[0.8605289,0.005782355,0.1261794,0.0002704802,0.0001258169,0.000609975,0.002625974,0.0001237962,0.003753411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001311486,"threshold_uncertainty_score":0.003282309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.213027663624707,"score_gpt":0.4429204814572451,"score_spread":0.2298928178325381,"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."}}