{"id":"W2035891687","doi":"10.1089/jam.2005.18.460","title":"Experimental Measurements of Particle Deposition in Three Proximal Lung Bifurcation Models with an Idealized Mouth-Throat","year":2005,"lang":"en","type":"article","venue":"Journal of Aerosol Medicine","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Deposition (geology); Particle deposition; Bifurcation; Particle (ecology); Mechanics; Reynolds number; Jet (fluid); Stokes number; Range (aeronautics); Physics; Geometry; Materials science; Mathematics; Turbulence; Nonlinear system; Geology; Composite material","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005857933,0.0001242333,0.0003894878,0.0001620488,0.00003636738,0.000005365248,0.0000667135,0.00006145779,0.00006798665],"category_scores_gemma":[0.00003274815,0.00008051036,0.00004788526,0.0001977702,0.000101666,0.0004616043,0.00000836006,0.0001761874,0.000001312715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001821251,"about_ca_system_score_gemma":0.0001211863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002997556,"about_ca_topic_score_gemma":0.00004046273,"domain_scores_codex":[0.9981464,0.00007475018,0.0007448535,0.0001183035,0.0007589369,0.0001568236],"domain_scores_gemma":[0.9988399,0.0000168017,0.0004451149,0.0001448013,0.000390297,0.0001631082],"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":[0.00374452,0.0009071111,0.02209346,0.00006717781,0.00008567908,0.00003678205,0.003333902,0.002870578,0.9649677,0.00005321881,0.0001115022,0.00172832],"study_design_scores_gemma":[0.01699401,0.003422451,0.005657016,0.001102721,0.000195164,0.0002820548,0.001220254,0.03411835,0.9368691,0.000009512652,0.000003047197,0.0001262854],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937969,0.001032467,0.003332262,0.001095542,0.00007931537,0.000326371,5.494301e-7,0.000009887296,0.0003267353],"genre_scores_gemma":[0.996101,0.00001227382,0.003103927,0.00038016,0.0003547929,0.000005892737,0.000004436541,0.00001629567,0.00002121608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03124778,"threshold_uncertainty_score":0.3283117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05884557424543884,"score_gpt":0.3206056987971029,"score_spread":0.2617601245516641,"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."}}