{"id":"W4416798008","doi":"10.1109/jflex.2025.3638974","title":"A Flexible Decoder With Charge-Sharing Feature for TFT Display Backplanes","year":2025,"lang":"","type":"article","venue":"IEEE Journal on Flexible Electronics","topic":"Thin-Film Transistor Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Backplane; CMOS; Feature (linguistics); Transistor; Power (physics); Electronic circuit; Liquid-crystal display; Power consumption; Logic gate; Thin-film transistor","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":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0008123047,0.00132409,0.001348986,0.001367191,0.001058386,0.0008133315,0.001735277,0.00114649,0.0001168436],"category_scores_gemma":[0.0001216304,0.001187602,0.0006003405,0.001569737,0.0001770751,0.0007005215,0.00006875899,0.004926544,0.000090038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002232329,"about_ca_system_score_gemma":0.001013591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005156413,"about_ca_topic_score_gemma":0.0001124866,"domain_scores_codex":[0.9942731,0.00006193453,0.00107294,0.001067411,0.0007677961,0.002756843],"domain_scores_gemma":[0.9973027,0.0003701582,0.0004254206,0.001176338,0.0003886313,0.0003368143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01083788,0.001536671,0.001258256,0.005385254,0.009499525,0.0004793396,0.001155368,0.4538089,0.1015335,0.1533134,0.2174245,0.04376743],"study_design_scores_gemma":[0.00649614,0.003538209,0.0001471626,0.003493249,0.001161253,0.0008323292,0.0001871782,0.03641547,0.4067823,0.01040942,0.5283163,0.00222102],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2210336,0.1852222,0.5201942,0.02303983,0.02009508,0.006044689,0.0005440114,0.006589205,0.01723714],"genre_scores_gemma":[0.8437162,0.03072187,0.02394,0.001902535,0.002584818,0.0004937827,0.00008099991,0.001120463,0.09543935],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6226825,"threshold_uncertainty_score":0.9999511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01146610692206468,"score_gpt":0.2545118253666493,"score_spread":0.2430457184445847,"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."}}