{"id":"W6996146949","doi":"","title":"Relative optical density analysis on TEM images for morphology determination of flame generated soot","year":2005,"lang":"en","type":"article","venue":"NPARC","topic":"Advanced Combustion Engine Technologies","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Soot; Morphology (biology); Combustion; Transmission electron microscopy; Optical microscope","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":[0.0005090737,0.000331527,0.0003691034,0.001560487,0.0008662628,0.000469285,0.000561509,0.0004064497,0.01743958],"category_scores_gemma":[0.0009010037,0.0003137038,0.0002675443,0.000772058,0.000278307,0.0006010675,0.000215686,0.0006647526,0.003670346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002971797,"about_ca_system_score_gemma":0.0003340257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001358822,"about_ca_topic_score_gemma":0.003743741,"domain_scores_codex":[0.9995506,0.00003951996,0.00004376547,0.00008122189,0.0002461851,0.00003874386],"domain_scores_gemma":[0.9985923,0.0001247473,0.00008664127,0.00008204033,0.001061763,0.00005248338],"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":[0.00009007033,0.00002955354,0.0009540726,0.0001533354,0.000008641562,0.0001112071,0.00009681003,0.00005147125,0.9850476,0.0003839793,0.001571625,0.01150161],"study_design_scores_gemma":[0.00000917801,0.000102169,0.01548641,0.00001657675,0.00002659085,0.00037009,0.0001503907,0.001697731,0.9655812,0.0001352958,0.01640591,0.00001848224],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8514495,0.001637816,0.08672453,0.001176799,0.0009998542,0.0004647594,0.003978278,0.002436723,0.05113173],"genre_scores_gemma":[0.7045887,0.002711672,0.1840164,0.0004484208,0.0001564537,0.0004929756,0.01018566,0.001693723,0.09570602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01743958,"threshold_uncertainty_score":0.05834121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01373609685645303,"score_gpt":0.263730387927932,"score_spread":0.249994291071479,"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."}}