{"id":"W2072980784","doi":"10.1007/s00340-006-2196-z","title":"Influence of polydisperse distributions of both primary particle and aggregate size on soot temperature in low-fluence LII","year":2006,"lang":"en","type":"article","venue":"Applied Physics B","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":118,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; National Research Council Canada","funders":"","keywords":"Soot; Materials science; Incandescence; Pyrometer; Particle size; Particle (ecology); Thermal conduction; Dispersity; Thermodynamics; Composite material; Temperature measurement; Chemistry; Physics; Polymer chemistry; Physical chemistry","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":[0.0003370313,0.0001660071,0.0001834607,0.0002035273,0.0004402981,0.0005532235,0.0002306472,0.0002439503,0.001612799],"category_scores_gemma":[0.0007074617,0.0001856639,0.0001709808,0.0001378731,0.000381728,0.0003029503,0.0002423916,0.000282097,0.0002314892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001037996,"about_ca_system_score_gemma":0.0003350137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008080209,"about_ca_topic_score_gemma":0.008860306,"domain_scores_codex":[0.9998672,0.00002154653,0.000005095366,0.00004384037,0.00002044437,0.00004173515],"domain_scores_gemma":[0.9994614,0.0003153782,0.00005276493,0.00002753495,0.00008305436,0.00005988426],"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":[0.002218313,0.00006104693,0.006590626,0.00004902972,0.00001849634,0.00008144276,0.0002285003,0.00230292,0.9852284,0.0001449296,0.0002085058,0.002867765],"study_design_scores_gemma":[0.00002561257,0.0003377903,0.02207432,0.00000437362,0.00002148751,0.00004293076,0.0001218535,0.009352554,0.9673463,0.00003452983,0.0006183058,0.0000200497],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984731,0.0001446768,0.0006309285,0.00002729634,0.000006246672,0.000004423644,0.00009304492,0.00003240742,0.0005879481],"genre_scores_gemma":[0.9991628,0.00004868573,0.0002353719,0.00001403425,0.000003121539,0.000003833979,0.00007718729,0.00001630273,0.0004386886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008080209,"threshold_uncertainty_score":0.01606637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003138542566757528,"score_gpt":0.174473018424623,"score_spread":0.1713344758578655,"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."}}