{"id":"W4311723892","doi":"10.1177/14680874221139862","title":"Flame detection via active plasma probing","year":2022,"lang":"en","type":"article","venue":"International Journal of Engine Research","topic":"Combustion and flame dynamics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Combustion; Spark plug; Combustor; Propane; Nuclear engineering; Plasma; Materials science; Analytical Chemistry (journal); Chemistry; Aerospace engineering; Chromatography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007280945,0.0000633051,0.00008730019,0.0006947096,0.00008830288,0.0000403795,0.0003773363,0.00002441546,0.0003249203],"category_scores_gemma":[0.00009534187,0.00006694342,0.00007186519,0.000275643,0.00002091178,0.0001635318,0.0001096483,0.0009734649,0.0000141523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007104912,"about_ca_system_score_gemma":0.00004641668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005794749,"about_ca_topic_score_gemma":0.000006200573,"domain_scores_codex":[0.9984841,0.00007271308,0.0002363345,0.00006490409,0.0009763751,0.0001655406],"domain_scores_gemma":[0.9991944,0.0001316296,0.00004536791,0.00006579334,0.0004984442,0.00006429665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002137358,0.00008427984,0.00006128441,0.00001220559,0.0002557723,0.0001786134,0.0006302875,0.6709503,0.06311345,0.0003738168,0.0007067785,0.2634195],"study_design_scores_gemma":[0.0008790397,0.0002340988,0.0007080055,0.00002693821,0.000006587782,0.0008736055,0.0005823741,0.9444023,0.01854743,0.000832064,0.0327713,0.0001362317],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9397325,0.0001166616,0.0538629,0.0005670411,0.002978252,0.000120573,0.00001641551,0.00006568788,0.002540004],"genre_scores_gemma":[0.9991121,0.00005146862,0.0002523668,0.000007388405,0.0003515861,0.00001039361,0.000004587582,0.00001904903,0.0001910702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.273452,"threshold_uncertainty_score":0.4229274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02300362197459605,"score_gpt":0.3087139737183618,"score_spread":0.2857103517437657,"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."}}