{"id":"W2493649735","doi":"10.1080/02786826.2016.1216941","title":"Control of the radial distribution of chemical components in spray-dried crystalline microparticles","year":2016,"lang":"en","type":"article","venue":"Aerosol Science and Technology","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Supersaturation; Dispersity; Chemistry; Particle (ecology); Potassium nitrate; Aerosol; Analytical Chemistry (journal); Chemical composition; Crystallization; Particle-size distribution; Chemical engineering; Particle size; Potassium; Chromatography; Polymer chemistry; Organic chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0001901535,0.0000382178,0.0001220295,0.00006199684,0.00002746517,0.000001527796,0.00009867106,0.00006203813,0.000005087895],"category_scores_gemma":[0.0002352221,0.0000199515,0.00001490827,0.0004375118,0.0017953,0.00003813595,0.00004565054,0.00005047095,0.000001088627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002632408,"about_ca_system_score_gemma":0.00007581346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006561572,"about_ca_topic_score_gemma":0.000002167296,"domain_scores_codex":[0.9994551,0.000009966133,0.0001682968,0.000108225,0.0001410914,0.0001173254],"domain_scores_gemma":[0.9996262,0.0000232461,0.0000659748,0.0001304947,0.0001295931,0.00002452873],"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":[0.00003791867,0.00004830669,0.03858095,0.000004661537,0.000001868981,9.231366e-7,0.000009848201,1.699021e-7,0.9586984,0.001000488,0.00001128016,0.001605202],"study_design_scores_gemma":[0.001522508,0.00005212462,0.008704616,0.00004691603,0.000006649665,0.00001114769,0.0000161633,0.00009891175,0.9893807,0.00005416805,0.00008112687,0.0000250321],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958378,0.00003765985,0.00009936719,0.003831322,0.00002781426,0.0001296346,0.00000889175,0.0000096075,0.00001787329],"genre_scores_gemma":[0.999892,0.000005261089,0.00001890114,0.00006776699,0.000006593319,0.00000255361,5.177566e-7,0.000001396687,0.000005034993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03068225,"threshold_uncertainty_score":0.6614857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01178771151707135,"score_gpt":0.2335881057390208,"score_spread":0.2218003942219495,"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."}}