{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001681223,0.0001998589,0.0003922088,0.0006014959,0.00006710598,0.00002505004,0.0003909209,0.0003672333,0.000008826752],"category_scores_gemma":[0.0002114013,0.0001783377,0.0001039942,0.0002510865,0.0001788845,0.0002434826,0.00004712907,0.0005013592,0.000004254356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009603192,"about_ca_system_score_gemma":0.00001740951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.752139e-7,"about_ca_topic_score_gemma":0.00001747274,"domain_scores_codex":[0.9989325,0.000005762148,0.0004659589,0.0001392612,0.0001259567,0.000330585],"domain_scores_gemma":[0.9993948,0.00008605555,0.0001394955,0.0002364838,0.00008383723,0.00005932119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001037189,0.0001927003,0.02137229,0.0003936298,0.0006905706,0.00008702607,0.0004105732,0.001842067,0.6171044,0.06227447,0.008189387,0.2873392],"study_design_scores_gemma":[0.004783983,0.001003732,0.007139083,0.0005481966,0.0003896672,0.001837113,0.001117454,0.02077905,0.4509224,0.015339,0.49491,0.001230278],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9594209,0.003383199,0.03350607,0.002514993,0.0002904495,0.0001443609,0.00000784085,0.0005679386,0.0001642735],"genre_scores_gemma":[0.961342,0.0003678952,0.03807536,0.00002593426,0.00009388562,0.00001490753,6.783496e-7,0.00004172643,0.00003755657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4867206,"threshold_uncertainty_score":0.7272401,"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."}}