{"id":"W7048941098","doi":"","title":"Modeling laser-induced incandescence of coated soot by a thin layer of glycerol","year":2010,"lang":"en","type":"other","venue":"NPARC","topic":"Advanced Electrical Measurement Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incandescence; Layer (electronics); Soot; Glycerol; Deposition (geology); Thin layer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009684651,0.0002421434,0.0004270016,0.0001681249,0.000009261702,0.000003952156,0.0002757113,0.000430612,0.0004052703],"category_scores_gemma":[0.00005334862,0.0002414361,0.00005937558,0.0001967482,0.00002588976,0.00003341285,0.00002699853,0.0005144496,0.000005154048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000450141,"about_ca_system_score_gemma":0.00002554302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009028728,"about_ca_topic_score_gemma":0.00006516642,"domain_scores_codex":[0.9989414,0.00001763075,0.0003065398,0.0001897113,0.0003115296,0.0002331495],"domain_scores_gemma":[0.9994208,0.00001917704,0.0001004915,0.0003412132,0.0000607606,0.00005752494],"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":[0.00001055342,0.00002853422,0.00000629243,0.0001709791,0.00004252258,7.691818e-7,0.00001518284,0.0004410607,0.9629943,0.0000435646,0.03156909,0.004677095],"study_design_scores_gemma":[0.0002834414,0.00006704789,4.070087e-7,0.0003541729,0.00002989377,7.578041e-7,0.000002139077,0.1079386,0.885301,0.0006403556,0.005084111,0.0002980602],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0231339,0.0007539699,0.2325011,0.00004244567,0.0004506028,0.001645957,0.0002563086,0.004071543,0.7371442],"genre_scores_gemma":[0.9850516,0.0001326287,0.01011379,0.0000135119,0.00004700886,0.00003317157,0.00001680429,0.0003744139,0.004217051],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9619177,"threshold_uncertainty_score":0.9845477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01901189727866529,"score_gpt":0.2429928131185434,"score_spread":0.2239809158398781,"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."}}