{"id":"W6991863833","doi":"","title":"Investigation of soot aggregate size distributions by multi-angle elastic light scattering","year":2009,"lang":"en","type":"article","venue":"NPARC","topic":"Augmented Reality Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aggregate (composite); Light scattering; Soot; Scattering; Deformation (meteorology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003526781,0.0001696039,0.0001901145,0.0008461947,0.0004146368,0.0005350214,0.0001933003,0.0003047298,0.001808095],"category_scores_gemma":[0.000534643,0.000179852,0.0001955078,0.0005157356,0.0003095687,0.000448897,0.0001771327,0.0002258238,0.0004440759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001958246,"about_ca_system_score_gemma":0.0002060931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001229865,"about_ca_topic_score_gemma":0.001756686,"domain_scores_codex":[0.9996363,0.00003125472,0.00001509082,0.00007082103,0.0001971666,0.00004925496],"domain_scores_gemma":[0.99925,0.0002087509,0.0001087887,0.00004676837,0.0003408812,0.00004477598],"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":[0.0002233361,0.00002767569,0.004436033,0.00003654048,0.00001106267,0.0001282051,0.00008558314,0.0007581429,0.9893992,0.0003734847,0.0001137029,0.004407044],"study_design_scores_gemma":[0.000007477836,0.0001455316,0.03158983,0.000004805966,0.00002148461,0.0001895035,0.0002937243,0.01112928,0.954466,0.0002404995,0.001896393,0.00001536915],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911481,0.0002350908,0.005273866,0.0000245204,0.00002035276,0.00001879487,0.0001684389,0.00004303944,0.003067699],"genre_scores_gemma":[0.9960025,0.0001452581,0.001911269,0.00001810005,0.000005702613,0.000009462512,0.0001570897,0.00002061763,0.001730099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001808095,"threshold_uncertainty_score":0.006048739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01717761898252596,"score_gpt":0.2436954872183261,"score_spread":0.2265178682358002,"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."}}