{"id":"W2015645638","doi":"10.1115/mnhmt2009-18473","title":"Effects of the Fractal Prefactor on the Optical Properties of Fractal Soot Aggregates","year":2009,"lang":"en","type":"article","venue":"ASME 2009 Second International Conference on Micro/Nanoscale Heat and Mass Transfer, Volume 2","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Fractal dimension; Fractal; Scattering; Physics; Rayleigh scattering; Mie scattering; Fractal derivative; Light scattering; Mathematical analysis; Mathematics; Optics; Fractal analysis","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":[0.0007278666,0.0003221729,0.0002926362,0.0003051365,0.0002720796,0.0004092496,0.0002466894,0.0003167786,0.000388884],"category_scores_gemma":[0.002334459,0.0001995803,0.0002762775,0.0002324728,0.0004181104,0.0003617697,0.0002979974,0.0003519195,0.00007021843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004962357,"about_ca_system_score_gemma":0.0002060245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008094843,"about_ca_topic_score_gemma":0.0007954328,"domain_scores_codex":[0.999733,0.00004956518,0.00001739449,0.00003455155,0.0001329995,0.00003247626],"domain_scores_gemma":[0.9982545,0.001091119,0.0002157214,0.0001396307,0.0002446552,0.00005431888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000236647,0.00006663521,0.00352212,0.0001391608,0.00003019141,0.0003880676,0.0002645082,0.1630305,0.8170034,0.00451009,0.0001589657,0.01064964],"study_design_scores_gemma":[0.00001834775,0.0002437054,0.00480794,0.00001600165,0.00001787615,0.0001875544,0.00005949775,0.5025211,0.4903769,0.001096437,0.0006179372,0.00003656954],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784554,0.0002213676,0.02003102,0.0000411141,0.00001817692,0.00001680148,0.000046342,0.00008463432,0.00108514],"genre_scores_gemma":[0.9937353,0.00008946844,0.005959128,0.000008438558,0.000001728384,0.000007395542,0.00003315252,0.00001434395,0.0001510198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008094843,"threshold_uncertainty_score":0.003849328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009752767997770256,"score_gpt":0.2034195883382676,"score_spread":0.1936668203404973,"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."}}