{"id":"W2185849613","doi":"10.1515/jaots-2004-0103","title":"Progress in the Visualization of Filamentary Gas Discharges. Part 2: Visualization of DC Positive Corona Discharges","year":2004,"lang":"en","type":"article","venue":"Journal of Advanced Oxidation Technologies","topic":"High voltage insulation and dielectric phenomena","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science; Technische Universiteit Eindhoven; McMaster University","keywords":"Corona (planetary geology); Visualization; Materials science; Atmospheric pressure; Dielectric; Environmental science; Physics; Meteorology; Optoelectronics; Computer science; Astrobiology; Data mining","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004955353,0.0001255956,0.0002736608,0.000351218,0.00006313757,0.00002569564,0.0003279475,0.00007832622,0.00003262085],"category_scores_gemma":[0.0003736202,0.00008677051,0.00005470202,0.0007016446,0.0002007227,0.0007870052,0.00004132764,0.00009832963,0.000001915944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001015353,"about_ca_system_score_gemma":0.0000708889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004943219,"about_ca_topic_score_gemma":0.000005805491,"domain_scores_codex":[0.9983635,0.00008158224,0.0008040979,0.0001375742,0.0004560763,0.00015717],"domain_scores_gemma":[0.9981408,0.00009895444,0.001248586,0.0001716241,0.0003230985,0.00001690658],"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":[0.000220984,0.0005517341,0.00995217,0.00006757244,0.00001941095,0.000005458229,0.001975627,0.002491605,0.925535,0.04896719,0.00004720601,0.01016611],"study_design_scores_gemma":[0.0009815892,0.0005194388,0.01431266,0.0002345749,0.00001964752,0.00001119105,0.00324842,0.00005435467,0.965018,0.01536878,0.0001201639,0.0001111186],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804199,0.0008419919,0.01708646,0.001103712,0.0001393062,0.0002892492,0.00001631971,0.00005323696,0.00004985961],"genre_scores_gemma":[0.9962994,0.0005375136,0.003048001,0.00003770323,0.00002056933,0.00001330981,0.0000293204,0.000009177345,0.000004953123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03948313,"threshold_uncertainty_score":0.3538399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01130469972542523,"score_gpt":0.2845725019623414,"score_spread":0.2732678022369162,"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."}}