{"id":"W6992643268","doi":"","title":"Metrology and the elctric power grid modernization","year":2018,"lang":"en","type":"article","venue":"NPARC","topic":"Electricity Theft Detection Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electricity meter; Smart grid; Metrology; Electric power system; Electric power; Distributed generation; Renewable energy; Power electronics; Blackout; Power engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001398355,0.00005317363,0.00006992245,0.000082744,0.00005130129,0.00001304863,0.0000640097,0.00004813548,0.000115637],"category_scores_gemma":[0.00004283393,0.00003893216,0.00001355401,0.0001939641,0.00007564763,0.00004222889,0.00001353368,0.00008680487,0.00001973902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001899592,"about_ca_system_score_gemma":0.000002438977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002781345,"about_ca_topic_score_gemma":0.000003278863,"domain_scores_codex":[0.9996776,0.00002800479,0.00007107767,0.00006609072,0.00005457161,0.0001026389],"domain_scores_gemma":[0.9997874,0.00004459376,0.000011607,0.0001097107,0.00003094032,0.00001567202],"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":[0.0003347989,0.0000566196,0.001283209,0.00006232443,0.0003187531,0.00000524444,0.002810991,0.0006569739,0.5441797,0.1232763,0.07375392,0.2532612],"study_design_scores_gemma":[0.001189291,0.0003960434,0.001270249,0.000006117076,0.00004120118,0.00006228321,0.0000185989,0.3718759,0.4579832,0.1523074,0.01455222,0.0002974866],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3550557,0.0002085095,0.5407625,0.0006674107,0.0004365118,0.0002948069,0.000002101727,0.001490576,0.1010818],"genre_scores_gemma":[0.9985263,0.00005487891,0.001070664,0.0001338201,0.0000990386,0.00001332109,4.3696e-7,0.00001303969,0.00008854539],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6434705,"threshold_uncertainty_score":0.1587607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003232113858189992,"score_gpt":0.1849274780450328,"score_spread":0.1816953641868428,"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."}}