{"id":"W3011026986","doi":"10.1109/esw41045.2019.9024719","title":"ARC Flash Pressure Door Ejection Measurement","year":2019,"lang":"en","type":"article","venue":"","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kinectrics (Canada)","funders":"","keywords":"Doors; Arc flash; Arc (geometry); Welding; Electric arc; Computer science; Mechanical engineering; Engineering; Electrical engineering; Electrode; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001246848,0.00007754227,0.00007022943,0.00006298978,0.0000286706,0.00002189946,0.00003850967,0.00006957418,0.0009500834],"category_scores_gemma":[0.00001216452,0.00006983492,0.00003805532,0.0001856106,0.000002674148,0.00008000562,0.00000464801,0.0001518768,0.00132909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006440862,"about_ca_system_score_gemma":0.000005003411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001802498,"about_ca_topic_score_gemma":0.00002222769,"domain_scores_codex":[0.9994394,0.00001570502,0.0000968351,0.0001070682,0.0002076838,0.0001333377],"domain_scores_gemma":[0.9997871,0.000006865801,0.000008564569,0.0001108761,0.00004668193,0.00003989139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005873031,0.00004695306,0.0008149149,0.0002609201,0.0001972934,7.664285e-7,0.0000730239,0.04931911,0.7423733,0.0006760573,0.01879406,0.1873849],"study_design_scores_gemma":[0.0003814257,0.0001355506,0.001635909,0.00001362764,0.0000163091,0.000007254341,0.000008547258,0.1093248,0.2902425,0.0002670644,0.5977543,0.0002127288],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2001123,0.001214467,0.1645352,0.0003383254,0.005368042,0.001797041,0.00000280342,0.005397477,0.6212344],"genre_scores_gemma":[0.9931797,0.00001834549,0.0001723877,0.00004144059,0.00008277087,0.00002266548,5.758653e-7,0.00001497396,0.006467183],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7930673,"threshold_uncertainty_score":0.9999632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00981685823348129,"score_gpt":0.1966994110846431,"score_spread":0.1868825528511618,"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."}}