{"id":"W4328030238","doi":"10.1109/icipnp57450.2022.00031","title":"Digital Twin System for Transformer Station Based on Cloud-edge Collaboration Architecture","year":2022,"lang":"en","type":"article","venue":"","topic":"Digital Transformation in Industry","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"Transformer; Cloud computing; Architecture; Distribution transformer; Computer science; Engineering; Electrical engineering; Computer network; Operating system; Voltage","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":[],"consensus_categories":[],"category_scores_codex":[0.0001122396,0.0001328511,0.0001050394,0.0001358189,0.0001222939,0.000146874,0.00009562778,0.00004940567,0.00009907169],"category_scores_gemma":[0.000008310367,0.0001361344,0.00005820955,0.0003196408,0.000009940417,0.0003537911,0.000002285565,0.0001485535,0.0000189969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002637614,"about_ca_system_score_gemma":0.00004252203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.58249e-7,"about_ca_topic_score_gemma":0.000002322301,"domain_scores_codex":[0.9991797,0.00001407864,0.0002492842,0.0001189022,0.0002628884,0.0001752043],"domain_scores_gemma":[0.9996676,0.00009946425,0.0000204899,0.0001179307,0.00004301941,0.00005142195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006734813,0.0000278041,0.00001214229,0.0002615975,0.00001542078,6.803451e-7,0.0003419815,0.9758937,0.000155641,0.003400738,0.005286984,0.01453595],"study_design_scores_gemma":[0.002441143,0.0004723759,0.00003449746,0.00005371024,0.00002374632,0.000009795747,0.006740803,0.6294906,0.01213406,0.0002733877,0.3477398,0.0005861715],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009494758,0.0000100826,0.6055774,0.0003116603,0.001026194,0.001042523,0.00215076,0.0008813769,0.3795052],"genre_scores_gemma":[0.997685,2.157427e-7,0.0004057761,0.00008051167,0.00007263877,0.000442722,0.0006949592,0.00003872665,0.0005794609],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9881902,"threshold_uncertainty_score":0.5551399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009269446784282216,"score_gpt":0.209063163078203,"score_spread":0.1997937162939208,"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."}}