{"id":"W4379472511","doi":"10.3390/pharmaceutics15061652","title":"Moisture Behavior of Pharmaceutical Powder during the Tableting Process","year":2023,"lang":"en","type":"article","venue":"Pharmaceutics","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; Pfizer Canada; Pfizer","keywords":"Tableting; Compaction; Materials science; Water content; Moisture; Composite material; Capillary action; Microcrystalline cellulose; Geotechnical engineering; Chemistry; Cellulose","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019886,0.0004140693,0.0004795579,0.0002114169,0.0007447751,0.00004787919,0.0008461025,0.0003878384,0.001147016],"category_scores_gemma":[0.0001763182,0.0003329802,0.0002407543,0.001335923,0.0005417316,0.0002141818,0.0002907739,0.001709672,0.0006250099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008534624,"about_ca_system_score_gemma":0.0001258684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002327073,"about_ca_topic_score_gemma":0.000007303217,"domain_scores_codex":[0.9962869,0.0006811868,0.000842673,0.0005073619,0.0006132663,0.001068633],"domain_scores_gemma":[0.9979098,0.0007114362,0.0003218049,0.0004208872,0.0002553103,0.0003807014],"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":[0.001891388,0.002173961,0.3984484,0.003904005,0.00154142,0.0008379793,0.01408329,0.02576432,0.5061985,0.001680441,0.02164404,0.02183222],"study_design_scores_gemma":[0.005465473,0.00009057383,0.01938165,0.0001029762,0.001313279,0.0002994832,0.003437397,0.03471176,0.4494556,0.0002140431,0.4844497,0.001078094],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876969,0.00121116,0.00001435659,0.001367036,0.002614268,0.001123271,0.0001938888,0.0005094594,0.005269682],"genre_scores_gemma":[0.9941701,0.000665229,0.00001812129,0.001370633,0.0006231226,0.0002333713,0.00003939722,0.00006960736,0.002810451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4628056,"threshold_uncertainty_score":0.9999122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1463020871254378,"score_gpt":0.468092125150834,"score_spread":0.3217900380253962,"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."}}