{"id":"W4396213328","doi":"10.1088/1361-6463/ad44a3","title":"Propagation of nanosecond discharge in an air gap containing a water droplet: modelling and comparison with time-resolved images","year":2024,"lang":"en","type":"article","venue":"Journal of Physics D Applied Physics","topic":"Plasma Applications and Diagnostics","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electric field; Ionization; Streamer discharge; Nanosecond; Plasma; Electron; Context (archaeology); Materials science; Ion; Electron density; Permittivity; Dielectric; Atomic physics; Computational physics; Chemistry; Optics; Physics; Optoelectronics; Laser","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001730602,0.0001595967,0.0004627583,0.00006835067,0.00004007854,0.00003940917,0.00006647719,0.00004628993,0.000004699839],"category_scores_gemma":[0.000002730822,0.000107495,0.00005318646,0.0001816042,0.00008007621,0.0002363036,0.00002207773,0.0003181741,0.00000564119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003972051,"about_ca_system_score_gemma":0.00009842689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004873681,"about_ca_topic_score_gemma":0.000001297027,"domain_scores_codex":[0.9989574,0.00001558496,0.0004349918,0.0001684713,0.0002525861,0.0001709709],"domain_scores_gemma":[0.9993154,0.0001048375,0.0001970537,0.0001339416,0.0001589355,0.00008984927],"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":[0.0006749183,0.001079002,0.001411822,0.0005199882,0.0001840986,0.00002560246,0.004481273,0.09020092,0.8676721,0.02311048,0.0001044503,0.01053539],"study_design_scores_gemma":[0.001869326,0.0006911887,0.0002423796,0.0005575892,0.0002747739,0.00002252531,0.0004900909,0.2902036,0.696611,0.008708966,0.0001139174,0.000214673],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8869039,0.000087048,0.1122072,0.00008250343,0.00001963956,0.0002824591,0.00001545834,0.00001303176,0.0003887186],"genre_scores_gemma":[0.9956863,0.0000171458,0.003907469,0.00003359315,0.0002475039,0.00001439824,0.00004607907,0.0000333275,0.00001420916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2000027,"threshold_uncertainty_score":0.438352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02236644643899855,"score_gpt":0.2690916956069584,"score_spread":0.2467252491679599,"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."}}