{"id":"W3012190034","doi":"10.1109/repe48501.2019.9025151","title":"Smart Residual Current Circuit Breaker with Overcurrent protection","year":2019,"lang":"en","type":"article","venue":"","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bishop's University","funders":"","keywords":"Overcurrent; Circuit breaker; Residual-current device; Microcontroller; Electrical engineering; Electrical shock; Fuse (electrical); Electric shock; Current (fluid); Residual; Flexibility (engineering); Engineering; Current limiting; Distribution board; 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":[0.000158505,0.0004751671,0.0004564549,0.0004930006,0.000199807,0.0004751695,0.001170265,0.0005984962,0.006531568],"category_scores_gemma":[0.0004926569,0.0001806381,0.0003392072,0.0002722846,0.0002894877,0.0008556593,0.0004675453,0.0003966374,0.002335717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002170664,"about_ca_system_score_gemma":0.0001962624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003325009,"about_ca_topic_score_gemma":0.0003211789,"domain_scores_codex":[0.9995691,0.0000380588,0.00003320231,0.0001223302,0.0001925129,0.00004468507],"domain_scores_gemma":[0.9995548,0.00006900048,0.0001166621,0.0001292269,0.00009802065,0.00003225124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008187925,0.0001713091,0.0034016,0.001350966,0.00009869282,0.0008469326,0.0003713647,0.005303367,0.653344,0.007140825,0.007366782,0.3197854],"study_design_scores_gemma":[0.0003597033,0.003251132,0.01660077,0.0002306185,0.0003450758,0.009668772,0.0001350473,0.07811506,0.639673,0.003837144,0.2476083,0.0001754465],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.160907,0.003543527,0.7854686,0.0005576452,0.0004937801,0.0004838464,0.0005902069,0.0198401,0.02811543],"genre_scores_gemma":[0.9184573,0.0007352711,0.06397982,0.0003274936,0.0001027454,0.0001054056,0.0002927389,0.0002607784,0.01573846],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006531568,"threshold_uncertainty_score":0.02185029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01260056955287096,"score_gpt":0.2032122111823388,"score_spread":0.1906116416294679,"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."}}