{"id":"W3130353857","doi":"10.1109/mei.2021.9352711","title":"Electrical Insulation of Conformally Coated Printed Circuit Boards: An Overview and a Study of the Influence of Pollution","year":2021,"lang":"en","type":"article","venue":"IEEE Electrical Insulation Magazine","topic":"High voltage insulation and dielectric phenomena","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Printed circuit board; Materials science; Electrical engineering; Composite material; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.000535987,0.000203429,0.0004979143,0.0002464017,0.0001092222,0.00003006005,0.0002431064,0.0001404163,0.00006972323],"category_scores_gemma":[0.0007362177,0.0001674903,0.00006992615,0.002535239,0.0001194609,0.0004253931,0.00006127016,0.0001989543,0.000005524335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009593312,"about_ca_system_score_gemma":0.0003069198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000130113,"about_ca_topic_score_gemma":0.00002873393,"domain_scores_codex":[0.996971,0.0004493477,0.001182671,0.0003724965,0.0007413527,0.0002831132],"domain_scores_gemma":[0.9974524,0.0001690555,0.0007532901,0.0004530389,0.001064279,0.0001079642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001622032,0.0009039574,0.01375494,0.00004760918,0.00002415286,0.00000165324,0.0005789034,0.00474855,0.9731855,0.005288566,0.000005940545,0.001298031],"study_design_scores_gemma":[0.001682644,0.0007619008,0.8157945,0.00003823697,0.00006442506,0.00001218046,0.00002337647,0.02125846,0.159126,0.001012765,0.00005469912,0.0001708154],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997664,0.0003173298,0.001029062,0.00004078996,0.00008097284,0.0006063283,0.00001825947,0.00004773886,0.0001954569],"genre_scores_gemma":[0.9995895,0.00006260334,0.0001203798,0.0001008048,0.00002909333,0.00001342598,0.00001471326,0.00001559348,0.00005390453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8140594,"threshold_uncertainty_score":0.6830055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03486610774037825,"score_gpt":0.286656216681101,"score_spread":0.2517901089407227,"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."}}