{"id":"W7027547665","doi":"","title":"DC Surge Protection Devices: Safeguarding Electrical Systems – US and Canada Report","year":2024,"lang":"en","type":"other","venue":"","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Safeguarding; Surge; Legislation; Government (linguistics); Work (physics)","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":[0.001199623,0.001166087,0.0003832534,0.002916026,0.003558622,0.002222364,0.00158065,0.002072967,0.02152687],"category_scores_gemma":[0.001263338,0.0004667037,0.0006733824,0.002799831,0.0008064363,0.0006975646,0.0007205018,0.001247796,0.004376812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02265638,"about_ca_system_score_gemma":0.1139026,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9843363,"about_ca_topic_score_gemma":0.9897841,"domain_scores_codex":[0.996268,0.00006122032,0.00004445458,0.000110103,0.003084064,0.0004322152],"domain_scores_gemma":[0.9957966,0.0001037154,0.00006948041,0.00005492109,0.003659784,0.000315606],"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":[0.000248331,0.0002942977,0.005201913,0.0003885615,0.00004089125,0.000209609,0.0001287936,0.004037534,0.00415205,0.004642658,0.9143188,0.06633662],"study_design_scores_gemma":[0.00008225627,0.0001290443,0.02325214,0.0001912464,0.00008289722,0.00008955876,0.0005565517,0.003170265,0.009526027,0.0007698468,0.9620953,0.00005481565],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02481597,0.006639952,0.006196637,0.0129212,0.002185152,0.001298956,0.08122795,0.001964698,0.8627496],"genre_scores_gemma":[0.07277434,0.00916213,0.005578755,0.001915638,0.0001645394,0.0001502807,0.03588632,0.0002805981,0.8740874],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02265638,"threshold_uncertainty_score":0.1643843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00728412685680329,"score_gpt":0.1998370202303942,"score_spread":0.1925528933735909,"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."}}