{"id":"W1639021697","doi":"10.1109/pesgm.2015.7286585","title":"DC distribution systems for homes","year":2015,"lang":"en","type":"article","venue":"","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001600417,0.0004660464,0.0002356839,0.0006865364,0.0007683904,0.001533285,0.0006504042,0.0007051414,0.07941493],"category_scores_gemma":[0.0005239679,0.0001458341,0.0001507503,0.001527707,0.0002492396,0.001430737,0.0007901381,0.0006450751,0.02423704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008095645,"about_ca_system_score_gemma":0.0005815169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001795877,"about_ca_topic_score_gemma":0.002431969,"domain_scores_codex":[0.9997963,0.00002981288,0.000008879858,0.00004264723,0.00009804153,0.00002422056],"domain_scores_gemma":[0.9997535,0.00002447852,0.00001291538,0.00005829964,0.0001314759,0.00001935319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001137034,0.00006552527,0.0005576201,0.0007395739,0.00001636038,0.0003438357,0.0001893344,0.003332364,0.01911408,0.09097203,0.2106205,0.6739349],"study_design_scores_gemma":[0.00001503824,0.00005173285,0.0004070427,0.0001070966,0.000008012162,0.0004387672,0.00009994313,0.002664201,0.005698836,0.0106511,0.9798465,0.00001166362],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01778376,0.02863971,0.3193259,0.00670114,0.004623602,0.0006500545,0.003314023,0.01068003,0.6082817],"genre_scores_gemma":[0.3346683,0.02559303,0.105189,0.002311618,0.001173639,0.0003135122,0.003710173,0.001068351,0.5259724],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07941493,"threshold_uncertainty_score":0.2656694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02028791655164321,"score_gpt":0.2385184134986455,"score_spread":0.2182304969470023,"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."}}