{"id":"W2351368332","doi":"","title":"Design and Application of Current Transformer Reflectoscope Reflector Based on Double MCU Processing","year":2011,"lang":"en","type":"article","venue":"Electrical Measurement & Instrumentation","topic":"Geophysics and Sensor Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microcontroller; Transformer; Current transformer; Engineering; Software; Flyback transformer; Electrical engineering; Electronic engineering; Voltage; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001604386,0.0001352391,0.0001424716,0.0001575066,0.00005183424,0.00001083868,0.00007093907,0.00006287959,0.000007737516],"category_scores_gemma":[0.000005777827,0.0001305304,0.0000249249,0.0003612032,0.00002374992,0.00008887725,0.000001933354,0.0001424391,0.000004990781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001333123,"about_ca_system_score_gemma":0.00002743674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009596857,"about_ca_topic_score_gemma":0.000003620828,"domain_scores_codex":[0.999045,0.00002428278,0.0002444313,0.0001818065,0.0003125579,0.0001919843],"domain_scores_gemma":[0.999693,0.00000892575,0.00005762316,0.0001103722,0.00008809732,0.00004192358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002213384,0.0001686419,0.000296849,0.000102511,0.00001777835,1.805861e-7,0.0002016177,0.001225087,0.4939472,0.0008977216,0.00001715634,0.5029039],"study_design_scores_gemma":[0.001100184,0.0004655219,0.001785082,0.00004293049,0.0000365208,6.011177e-7,0.000006762205,0.1407253,0.8544923,0.001057054,0.000119307,0.0001683802],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2201218,0.0002939105,0.77637,0.00003138925,0.0001234534,0.0009177136,9.747896e-7,0.0002393323,0.001901336],"genre_scores_gemma":[0.9954557,0.00003087142,0.004348279,0.00001411597,0.00001603844,0.0001096082,0.00000500997,0.00001956861,7.799031e-7],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7753339,"threshold_uncertainty_score":0.5322877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06779782892727768,"score_gpt":0.2686727613663978,"score_spread":0.2008749324391201,"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."}}