{"id":"W1832980871","doi":"10.1089/jamp.2020.29028.whf","title":"Particle Size Distributions","year":2020,"lang":"en","type":"review","venue":"Journal of Aerosol Medicine and Pulmonary Drug Delivery","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Geometric standard deviation; Aerosol; Particle number; Particle (ecology); Distribution (mathematics); Particle-size distribution; Particle size; Statistical physics; Mass distribution; Standard deviation; Mathematics; Statistics; Physics; Chemistry; Mathematical analysis; Thermodynamics; Meteorology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005526327,0.0004564527,0.002619355,0.0001678595,0.0001523174,0.00002185159,0.0001826414,0.0002533897,0.0003266481],"category_scores_gemma":[0.0004740506,0.0002887234,0.000669262,0.0004887012,0.0003055778,0.0001858865,0.00008753147,0.001141613,0.00005988313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001335037,"about_ca_system_score_gemma":0.000749245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007060175,"about_ca_topic_score_gemma":5.944808e-7,"domain_scores_codex":[0.9968999,0.0002351745,0.001625018,0.0003005685,0.0006086149,0.0003307301],"domain_scores_gemma":[0.996829,0.0007057234,0.001026669,0.0002626976,0.0004050425,0.0007708796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002125152,0.0002486485,0.00004987033,0.008971328,0.0006154426,0.005724035,0.0002464924,3.505251e-7,0.00009035967,0.00002644158,0.03276678,0.9510477],"study_design_scores_gemma":[0.0008795852,0.0004783869,0.000009563733,0.01695947,0.003658252,0.005958776,0.0002798803,0.00002577681,0.00002194132,0.000007282102,0.9714646,0.0002565174],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008398533,0.9942236,0.00001503918,0.003042468,0.000632541,0.0004059814,0.00004131686,0.00002790254,0.0007712853],"genre_scores_gemma":[0.001656053,0.9938756,0.00007898414,0.001031815,0.00258852,0.000006941291,0.00003932106,0.00004903409,0.0006736821],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9507912,"threshold_uncertainty_score":0.9999565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04348459559238772,"score_gpt":0.3190406595248353,"score_spread":0.2755560639324476,"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."}}