{"id":"W193000016","doi":"10.1023/a:1009531831404","title":"Electrical and Optical Diagnostics of Dielectric Barrier Discharges (DBD) in He and N2 for Polymer Treatment","year":2000,"lang":"en","type":"article","venue":"Plasmas and Polymers","topic":"Plasma Applications and Diagnostics","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":false,"ca_institutions":"Micropharma (Canada); Hydro-Québec; Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Glow discharge; X-ray photoelectron spectroscopy; Atmospheric pressure; Dielectric; Analytical Chemistry (journal); Polymer; Chemistry; Materials science; Composite material; Plasma; Physics; Nuclear magnetic resonance; Optoelectronics; Environmental chemistry; Meteorology","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":[0.00004670993,0.0001492127,0.000305086,0.0001123053,0.00005664953,0.00001383839,0.00002285252,0.00009666548,0.00006820251],"category_scores_gemma":[0.0001337116,0.0001159746,0.00003364576,0.0001549744,0.0001236023,0.0000320319,0.000009640759,0.00007280583,0.000001564647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001745308,"about_ca_system_score_gemma":0.00004709106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005206401,"about_ca_topic_score_gemma":0.00003205898,"domain_scores_codex":[0.9992095,0.00001107168,0.0002127181,0.0002316001,0.0000822271,0.0002528804],"domain_scores_gemma":[0.9984715,0.001170414,0.00002918688,0.0001009924,0.00001442645,0.0002134612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001884902,0.001514938,0.2461628,0.0002112233,0.0003215455,0.00005123935,0.00123617,0.00000387538,0.01515835,0.02467362,0.001001617,0.7077797],"study_design_scores_gemma":[0.03128058,0.01186854,0.363638,0.0004134132,0.002843326,0.0007913474,0.0007030566,0.02327684,0.4868113,0.001628649,0.07491882,0.001826111],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870988,0.01014346,0.00002567318,0.001107403,0.0000162859,0.0003591738,0.00007027508,0.00001062394,0.001168323],"genre_scores_gemma":[0.9825069,0.01586172,0.0005145131,0.0001218697,0.00004264615,0.00008809072,0.00002626101,0.00001538894,0.000822611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7059535,"threshold_uncertainty_score":0.4729306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009520184170630235,"score_gpt":0.254280194037577,"score_spread":0.2447600098669468,"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."}}