{"id":"W4313003177","doi":"10.1109/esw49146.2022.9925038","title":"Electrical Safety Worldwide","year":2022,"lang":"en","type":"article","venue":"","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Safety standards; Engineering; Globalization; China; Best practice; Business; Risk analysis (engineering); Transport engineering; Electrical engineering; Political science; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003211593,0.001454688,0.0007723049,0.003249108,0.003285974,0.009737846,0.001944146,0.00537201,0.5528607],"category_scores_gemma":[0.01146196,0.0005500058,0.0006742124,0.003085208,0.001495586,0.008245935,0.006361135,0.004742557,0.4993193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00280643,"about_ca_system_score_gemma":0.008024476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002450849,"about_ca_topic_score_gemma":0.002092704,"domain_scores_codex":[0.9940527,0.0008447125,0.0005126984,0.001037789,0.002875165,0.0006768336],"domain_scores_gemma":[0.9871714,0.0009394547,0.0008842235,0.001467786,0.007916297,0.001620869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002908418,0.00004472745,0.0004389559,0.000285545,0.000007755302,0.0001501275,0.0002174057,0.0001534336,0.0005111293,0.02391214,0.8044151,0.1698346],"study_design_scores_gemma":[0.00000204849,0.00000743238,0.0001158042,0.00008377367,0.000001246388,0.00008728572,0.00006898175,0.00003050642,0.00008282635,0.0009402471,0.9985765,0.000003437682],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008820451,0.005861846,0.00463442,0.03008517,0.01082894,0.0001876274,0.00144739,0.002541836,0.9435308],"genre_scores_gemma":[0.007546029,0.004370656,0.001348707,0.009041695,0.001674871,0.00009887607,0.001738249,0.0005840221,0.9735969],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5528607,"threshold_uncertainty_score":0.6377898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004878875318262234,"score_gpt":0.1960042015962263,"score_spread":0.191125326277964,"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."}}