{"id":"W2751023756","doi":"10.3390/atmos8090166","title":"Effect of Thermodenuding on the Structure of Nascent Flame Soot Aggregates","year":2017,"lang":"en","type":"article","venue":"Atmosphere","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Boston College; National Aeronautics and Space Administration; U.S. Department of Energy; Office of Science; National Science Foundation","keywords":"Soot; Materials science; Absorption (acoustics); Coating; Particle (ecology); Particle size; Scattering; Refractive index; Light scattering; Chemical engineering; Mineralogy; Optics; Chemistry; Combustion; Composite material; Organic 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":[0.0001462082,0.0002178296,0.0001981791,0.0001181015,0.0002626237,0.0003662851,0.0002061744,0.0002195241,0.001092547],"category_scores_gemma":[0.0004433752,0.0001950791,0.0002189793,0.00011414,0.0002982572,0.0002405213,0.0002051082,0.000431359,0.0001290502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003558334,"about_ca_system_score_gemma":0.0001876009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002655872,"about_ca_topic_score_gemma":0.002774592,"domain_scores_codex":[0.9998945,0.000007607639,0.000008306179,0.00002997535,0.00003449984,0.0000251333],"domain_scores_gemma":[0.9996166,0.0001289533,0.00009327727,0.0000417841,0.00006551126,0.00005380772],"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":[0.0001500346,0.00001616905,0.001336199,0.0000225217,0.000007910682,0.00003773388,0.00006436404,0.0002579066,0.9971704,0.00003301852,0.00001078317,0.0008929549],"study_design_scores_gemma":[0.0000059081,0.0001832389,0.02152403,0.00000311602,0.000009435752,0.0000425813,0.00006241521,0.001072114,0.9766899,0.00001655685,0.0003836136,0.000007070658],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993083,0.0001547109,0.0002077054,0.000006984553,0.000004881564,0.000004287108,0.00006713076,0.000008647882,0.0002372521],"genre_scores_gemma":[0.9986455,0.0001630927,0.0006144114,0.00001551083,0.000003730471,0.000006663876,0.000138999,0.00001397883,0.0003980431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002655872,"threshold_uncertainty_score":0.005280793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00863339390494559,"score_gpt":0.221795008373763,"score_spread":0.2131616144688174,"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."}}