{"id":"W2977872425","doi":"","title":"Dynamic-effect compensating technique for stable a-Si:H AMOLED displays","year":2005,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Thin-Film Transistor Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"AMOLED; Backplane; OLED; Materials science; Degradation (telecommunications); Diode; Optoelectronics; Computer science; Electronic engineering; Computer hardware; Thin-film transistor; Active matrix; Engineering; 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":[0.0001253209,0.0001901693,0.0001403797,0.0001893935,0.0001699464,0.0002441879,0.0005616726,0.0003083575,0.0008729558],"category_scores_gemma":[0.0002893523,0.0001189469,0.00009937972,0.0001653673,0.0001875871,0.0002973362,0.0001877027,0.000307653,0.0002985824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002485633,"about_ca_system_score_gemma":0.0001343776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002953376,"about_ca_topic_score_gemma":0.000418419,"domain_scores_codex":[0.9999083,0.000009771007,0.000004809134,0.00001587865,0.00004991449,0.00001135765],"domain_scores_gemma":[0.9998678,0.00003914134,0.00003344489,0.00001716124,0.00003079232,0.00001157913],"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":[0.00004195057,0.00001087751,0.0001030892,0.00003409009,0.000004452209,0.00006944675,0.0000257742,0.0008831674,0.9847378,0.0009751995,0.0002849063,0.01282929],"study_design_scores_gemma":[0.00002760446,0.0001944706,0.0006362863,0.000007383148,0.00001139851,0.0003089826,0.00001005129,0.03944555,0.9527414,0.0004293426,0.006171432,0.00001615996],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5640801,0.001945529,0.4233861,0.0005265893,0.0002189811,0.0001178967,0.0001680541,0.002582391,0.006974339],"genre_scores_gemma":[0.9468492,0.000329921,0.05023002,0.00007008765,0.00003544009,0.00003284053,0.00004062107,0.00005964701,0.002352113],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0008729558,"threshold_uncertainty_score":0.002920389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004608492381404947,"score_gpt":0.1812849486027963,"score_spread":0.1766764562213913,"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."}}