{"id":"W2115807542","doi":"10.1016/j.powtec.2008.06.017","title":"Flowability of moist pharmaceutical powders","year":2008,"lang":"en","type":"article","venue":"Powder Technology","topic":"Granular flow and fluidized beds","field":"Engineering","cited_by":256,"is_retracted":false,"has_abstract":false,"ca_institutions":"Eli Lilly (Canada); University of Saskatchewan","funders":"","keywords":"Angle of repose; Moisture; Water content; Materials science; Agglomerate; Ingredient; Composite material; Aspartame; Food science; Chemistry; Geotechnical engineering; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.00006455329,0.0001299699,0.0002294718,0.0001988066,0.00004164314,0.000001790182,0.000212064,0.0002207715,0.0001238968],"category_scores_gemma":[0.00003815673,0.0001311183,0.0000701631,0.000382363,0.0003671185,0.00004086088,0.00004201195,0.0002500671,0.00007036545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002962626,"about_ca_system_score_gemma":0.00001443183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000557429,"about_ca_topic_score_gemma":0.000002090017,"domain_scores_codex":[0.9992257,0.00001090117,0.0002252173,0.0001568917,0.0001048328,0.0002764286],"domain_scores_gemma":[0.9995419,0.00002104519,0.00001288302,0.0003361858,0.00003748589,0.00005055106],"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":[0.00004762105,0.0003318059,0.06451814,0.0003013151,0.0002565811,0.0001376841,0.0004806125,0.0002477839,0.8798922,0.02052109,0.006910207,0.02635491],"study_design_scores_gemma":[0.001131009,0.0000696303,0.002266584,0.00001252909,0.0000356992,0.0002221797,0.00008559507,0.005023135,0.9575208,0.003991914,0.02928419,0.0003567342],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912426,0.001037386,0.00326952,0.0003821055,0.0002364195,0.0001135926,0.000007255709,0.0008901992,0.002820869],"genre_scores_gemma":[0.998664,0.0001335094,0.001092322,0.00003192527,0.00001968954,0.00001371044,0.000003113556,0.00002311726,0.00001862542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07762855,"threshold_uncertainty_score":0.5346848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01431003472758476,"score_gpt":0.224823298870363,"score_spread":0.2105132641427783,"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."}}