{"id":"W2152617954","doi":"10.1109/jdt.2005.858913","title":"Driving Schemes for a-Si and LTPS AMOLED Displays","year":2005,"lang":"en","type":"article","venue":"Journal of Display Technology","topic":"Thin-Film Transistor Technologies","field":"Engineering","cited_by":251,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"AMOLED; Backplane; OLED; Active matrix; Electronic circuit; Materials science; Diode; Optoelectronics; Parasitic extraction; Electronic engineering; Computer science; Electrical engineering; Engineering; Thin-film transistor; Nanotechnology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001073948,0.0001351557,0.000107868,0.0002070631,0.0001900437,0.0002871898,0.000455268,0.0002570508,0.001321844],"category_scores_gemma":[0.0002929134,0.0001075268,0.0001226822,0.0001479152,0.0001282559,0.000393355,0.0001597361,0.0002178907,0.0003508797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000245704,"about_ca_system_score_gemma":0.00009056658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001012546,"about_ca_topic_score_gemma":0.0002032447,"domain_scores_codex":[0.9998991,0.00001074682,0.00001110721,0.00002255873,0.00004790682,0.000008551068],"domain_scores_gemma":[0.9998722,0.00004011087,0.00002976877,0.00001668847,0.00003425604,0.000006913884],"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":[0.00005846675,0.0000148043,0.0002027501,0.0001581014,0.00000592123,0.00005449919,0.00006529837,0.0004923049,0.9584448,0.003485908,0.0003101608,0.03670688],"study_design_scores_gemma":[0.00001566629,0.0002546155,0.001070077,0.00002144432,0.00001567521,0.0005353278,0.00002902421,0.01119038,0.9709427,0.001236247,0.01467319,0.00001575919],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7118695,0.006966378,0.2597851,0.0005670523,0.0002310153,0.0002916317,0.0003662667,0.001287254,0.01863584],"genre_scores_gemma":[0.9254963,0.001855183,0.0669211,0.0001032791,0.00005552264,0.00009564768,0.00008590794,0.00008576027,0.005301225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001321844,"threshold_uncertainty_score":0.004422009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004603720144919436,"score_gpt":0.213258007605485,"score_spread":0.2086542874605656,"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."}}