{"id":"W4390904588","doi":"10.1115/icef2023-109853","title":"Spark Plasma Stretching and Flame Propagation via High Frequency Pulsed Current Management","year":2023,"lang":"en","type":"article","venue":"","topic":"Plasma Applications and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Spark plug; Ignition system; Spark gap; Materials science; Plasma; SPARK (programming language); Current (fluid); Nuclear engineering; Pulsed power; Spark-ignition engine; Pulsed DC; Plasma channel; Electrode; Mechanics; Electrical engineering; Mechanical engineering; Nanotechnology; Chemistry; Voltage; Computer science; Aerospace engineering; Engineering; Thin film; Physics","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":[0.00009764881,0.00009355955,0.0001131152,0.0001230492,0.00007043822,0.00002282352,0.00003935631,0.00003262531,0.00005957321],"category_scores_gemma":[0.00003204611,0.00007757673,0.0000190246,0.0002734135,0.000022834,0.00005198356,0.000044192,0.00008600047,0.0002886239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003461929,"about_ca_system_score_gemma":0.00001574392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002761509,"about_ca_topic_score_gemma":0.00001343012,"domain_scores_codex":[0.9992828,0.000008831646,0.0001690495,0.0002105472,0.0001662895,0.0001624432],"domain_scores_gemma":[0.9995871,0.00006494659,0.00003542357,0.000183972,0.00003600181,0.00009254349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00007348503,0.0006128288,0.04859074,0.00113458,0.0001999937,0.000198862,0.0004181833,0.0002018069,0.01957394,0.1727272,0.0208029,0.7354654],"study_design_scores_gemma":[0.007977458,0.0005006409,0.7327094,0.0008028612,0.0007655774,0.0001042651,0.0008678056,0.1604718,0.03370849,0.03961118,0.02142777,0.001052742],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868206,0.00003537659,0.003194087,0.001475933,0.0001348555,0.0006415824,0.000008355514,0.000222002,0.007467259],"genre_scores_gemma":[0.9952681,0.0003252138,0.003432916,0.00006625941,0.00006848904,0.0001085349,0.0001760142,0.00001232505,0.0005421532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7344127,"threshold_uncertainty_score":0.3709772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01470915966727766,"score_gpt":0.2673290306776978,"score_spread":0.2526198710104202,"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."}}