{"id":"W2332752569","doi":"10.1109/iclp.2014.6973337","title":"Shielding failure evaluation by collection surface","year":2014,"lang":"en","type":"article","venue":"","topic":"Lightning and Electromagnetic Phenomena","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safe Engineering Services & Technologies (Canada)","funders":"","keywords":"Lightning (connector); Electromagnetic shielding; Data collection; Surface (topology); Computer science; Amplitude; Graphics; Electrical engineering; Computer graphics (images); Engineering; Geometry; Power (physics); Mathematics; Optics; Statistics; Physics","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002581352,0.00006563745,0.00006621744,0.00001369581,0.0001155695,0.00004033045,0.00004791531,0.00001725791,0.001407538],"category_scores_gemma":[0.000004799335,0.00005806567,0.00002245216,0.0001073648,0.000007356583,0.00006301772,0.000008965313,0.00005767668,0.00006027156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002027095,"about_ca_system_score_gemma":0.00001782045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001570378,"about_ca_topic_score_gemma":0.000003724928,"domain_scores_codex":[0.9994645,0.00005127255,0.00008139108,0.0001297661,0.0001306989,0.0001424186],"domain_scores_gemma":[0.9997693,0.00003278978,0.00002973096,0.00009320518,0.00003920973,0.00003573263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001954414,0.0002253267,0.04781598,0.00001068311,0.0001213592,3.456682e-8,0.001085077,0.001422334,0.2962764,0.07897343,0.5112263,0.06282352],"study_design_scores_gemma":[0.00496203,0.001096919,0.005545276,0.00004410358,0.0002605506,0.00000183742,0.001656314,0.3652084,0.2975764,0.111136,0.2110529,0.001459365],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7730932,0.00001363356,0.01882143,0.0005363119,0.00008211026,0.0000979338,9.838363e-7,0.00004192429,0.2073125],"genre_scores_gemma":[0.9931989,1.911707e-7,0.0007806854,0.00003853281,0.0001318079,0.000008937025,0.00002644597,0.000006688089,0.005807841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.363786,"threshold_uncertainty_score":0.9995053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005001013189868874,"score_gpt":0.2166566854402111,"score_spread":0.2116556722503423,"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."}}