{"id":"W2935940730","doi":"10.1088/1361-6463/ab199b","title":"Energy efficiency of a nanosecond repetitively pulsed discharge for methane reforming","year":2019,"lang":"en","type":"article","venue":"Journal of Physics D Applied Physics","topic":"Plasma Applications and Diagnostics","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Methane; Nanosecond; Chemistry; Materials science; Nuclear engineering; Physics; Optics; Organic chemistry; Engineering; 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":[0.0002220947,0.0001849105,0.0006474058,0.00005913898,0.00004113221,0.00001019157,0.0001713223,0.00007361168,0.00001697413],"category_scores_gemma":[0.00003488359,0.0001500454,0.0002973258,0.0003221787,0.00006108819,0.0001135306,0.00003789146,0.0001954234,0.000009877112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006312573,"about_ca_system_score_gemma":0.0002504503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000420924,"about_ca_topic_score_gemma":3.194592e-7,"domain_scores_codex":[0.9986086,0.00001045714,0.0005949844,0.0001867293,0.0003580977,0.000241129],"domain_scores_gemma":[0.9979053,0.0003413717,0.0008816533,0.0002896716,0.0004599307,0.000122044],"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":[0.000334297,0.0008477672,0.0001913463,0.0002071258,0.0001345083,0.000001614387,0.0002264045,0.0003483634,0.8108202,0.1685564,0.0001670533,0.01816498],"study_design_scores_gemma":[0.003194183,0.000523496,0.0001849972,0.0001559864,0.0002562468,0.00001700943,0.0002178083,0.001343809,0.9688839,0.02246828,0.002570816,0.0001835132],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9057626,0.00007865379,0.08636673,0.00008240237,0.0001789236,0.0005220953,0.0000889933,0.00001265952,0.006906962],"genre_scores_gemma":[0.9953531,0.00004121191,0.003617901,0.0001416177,0.0005549614,0.00002576373,0.00003574054,0.00003699624,0.0001927241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1580637,"threshold_uncertainty_score":0.6118675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01308408064203194,"score_gpt":0.2583381819912252,"score_spread":0.2452541013491933,"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."}}