{"id":"W7094512170","doi":"","title":"Safeguarding DC-Powered Systems: Understanding the Purpose, Operation, and Significance of DC Surge Protectors – US and Canada Report","year":2024,"lang":"en","type":"other","venue":"","topic":"History of Computing Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Safeguarding; Surge; Government (linguistics); Legislation","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":[],"consensus_categories":[],"category_scores_codex":[0.0009465264,0.000532192,0.0001858997,0.00198904,0.003578835,0.002796585,0.0008911951,0.001039032,0.00970579],"category_scores_gemma":[0.001732865,0.000272321,0.0002671747,0.003345276,0.002252348,0.001384907,0.0008492319,0.001451593,0.001053844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04358268,"about_ca_system_score_gemma":0.1066483,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9765082,"about_ca_topic_score_gemma":0.9882338,"domain_scores_codex":[0.998562,0.00003733396,0.00001813729,0.00005930586,0.001085589,0.0002376745],"domain_scores_gemma":[0.9960401,0.000225029,0.0001126242,0.00006412556,0.003330163,0.0002279408],"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":[0.000158812,0.0001230807,0.01388822,0.0007869436,0.0000314757,0.0002885786,0.001550769,0.005640017,0.005926477,0.08559127,0.5820575,0.3039568],"study_design_scores_gemma":[0.000008104626,0.00002243053,0.01141509,0.000340661,0.00002586115,0.00005802257,0.001906931,0.001225177,0.005343842,0.003091374,0.9765298,0.00003263048],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04143618,0.04425124,0.007835084,0.0456511,0.001033209,0.0002908015,0.009084467,0.0006344962,0.8497834],"genre_scores_gemma":[0.3129043,0.1258908,0.0120053,0.004646641,0.0002263308,0.00006917158,0.00566355,0.0002598278,0.538334],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04358268,"threshold_uncertainty_score":0.3162159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02199862606186648,"score_gpt":0.2186033738999382,"score_spread":0.1966047478380717,"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."}}