{"id":"W1976881220","doi":"10.1142/s0129156408005473","title":"STANDOFF DETERMINATION OF BIOAEROSOL SIZE BASED ON DOUBLE SCATTERING MEASUREMENT WITH MFOV LIDAR: CONCEPT AND NUMERICAL SIMULATION","year":2008,"lang":"en","type":"article","venue":"International Journal of High Speed Electronics and Systems","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Lidar; Bioaerosol; Scattering; Remote sensing; Visibility; Extinction (optical mineralogy); Optics; Range (aeronautics); Wavelength; Light scattering; Particle (ecology); Ranging; Environmental science; Aerosol; Physics; Materials science; Meteorology; Geography; Geology; Geodesy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003910334,0.0002810329,0.0003106262,0.0003121161,0.000212906,0.0004551436,0.0006047103,0.000733898,0.0006012211],"category_scores_gemma":[0.0008920651,0.0002065172,0.0002962388,0.0001939023,0.0005432004,0.0007319688,0.0004715889,0.0002945738,0.00009818363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004945085,"about_ca_system_score_gemma":0.000396804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003822333,"about_ca_topic_score_gemma":0.001690064,"domain_scores_codex":[0.9999148,0.00001682766,0.000003027485,0.00001327357,0.00003832971,0.00001380708],"domain_scores_gemma":[0.9996407,0.0002182416,0.00004652765,0.00002129726,0.0000542341,0.00001906607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009112896,0.00007915413,0.005950328,0.00007939031,0.00002201984,0.0002149821,0.0001259641,0.9261668,0.0396761,0.0184236,0.0001685246,0.009001967],"study_design_scores_gemma":[0.000003622284,0.000007105208,0.0001556135,0.000002049565,7.450587e-7,0.00001021173,0.000005125416,0.9980855,0.001275253,0.0004027637,0.00004887305,0.000003102287],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7356647,0.0003310922,0.2553828,0.0002564089,0.00002826902,0.00008635507,0.0001164033,0.0001628547,0.007971088],"genre_scores_gemma":[0.9735209,0.00007893922,0.02566721,0.00002174529,0.000004244911,0.0000399398,0.0000271598,0.00001299649,0.0006267325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003822333,"threshold_uncertainty_score":0.007600129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01153949378582647,"score_gpt":0.2213923745144708,"score_spread":0.2098528807286443,"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."}}