{"id":"W4410383744","doi":"10.1088/1361-6463/add945","title":"Nitrogen incorporation in monolayer graphene films by atmospheric pressure Townsend dielectric barrier discharge in N<sub>2</sub>","year":2025,"lang":"en","type":"article","venue":"Journal of Physics D Applied Physics","topic":"Plasma Applications and Diagnostics","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Université de Montréal","keywords":"Graphene; Materials science; Monolayer; Dielectric barrier discharge; Atmospheric pressure; Townsend; Dielectric; Nitrogen; Townsend discharge; Composite material; Nanotechnology; Optoelectronics; Chemistry; Physics; Meteorology; Organic chemistry; Ionization; Physical chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000643782,0.0002291049,0.0001301266,0.00009987182,0.0001615067,0.0002004394,0.0002502722,0.0001908905,0.001144096],"category_scores_gemma":[0.0001108788,0.0001415707,0.0001200275,0.0001078545,0.0001508102,0.0001475509,0.0002079973,0.0002285928,0.0001803214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002374283,"about_ca_system_score_gemma":0.00008658011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009743056,"about_ca_topic_score_gemma":0.001752454,"domain_scores_codex":[0.9999427,0.000005170886,0.000001556104,0.00001351552,0.00001840224,0.00001873342],"domain_scores_gemma":[0.9999592,0.00001165639,0.00001020987,0.000005006871,0.000006897329,0.000006980862],"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":[0.00003639003,0.000005785177,0.00008757967,0.00001998312,0.000003218247,0.00003843103,0.00001886177,0.00009718929,0.9992218,0.00003069861,0.00002757057,0.0004126057],"study_design_scores_gemma":[0.000006742884,0.00007035728,0.002577848,0.000002963601,0.000005387012,0.00004043007,0.00002305452,0.0007219118,0.9958807,0.00001905864,0.0006475925,0.000003972092],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982462,0.0002018794,0.0003350874,0.00002288655,0.000007157377,0.000004149306,0.00007527816,0.00002420878,0.001083308],"genre_scores_gemma":[0.9981512,0.0001870602,0.0004797908,0.00001452234,0.000002479433,0.0000054252,0.00008251952,0.0000156212,0.001061281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001144096,"threshold_uncertainty_score":0.003827333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005906688090651117,"score_gpt":0.2253614058220392,"score_spread":0.2194547177313881,"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."}}