{"id":"W2029217067","doi":"10.1889/1.1825780","title":"57.2: Extreme AMOLED Backplanes in a‐Si with Proven Stability","year":2004,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Thin-Film Transistor Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; IGNIS Innovation (Canada)","funders":"","keywords":"AMOLED; Backplane; Materials science; OLED; Optoelectronics; Compensation (psychology); Pixel; Thin-film transistor; Electrical engineering; Active matrix; Optics; Nanotechnology; Engineering; Layer (electronics); Physics","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"],"consensus_categories":[],"category_scores_codex":[0.0001580522,0.0003074354,0.0004534658,0.0001499333,0.00002985361,0.00001564421,0.0004774842,0.0002971882,0.00002061877],"category_scores_gemma":[0.00005742878,0.0002654498,0.00009517721,0.000420731,0.0003771259,0.0001476155,0.00004957464,0.0004706967,0.000008498303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003711537,"about_ca_system_score_gemma":0.00006132383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001249421,"about_ca_topic_score_gemma":0.001587518,"domain_scores_codex":[0.9983941,0.00001808955,0.0004648711,0.0003745018,0.0003119273,0.0004365592],"domain_scores_gemma":[0.9990878,0.00007252858,0.0000571232,0.0006694033,0.00003253943,0.00008068252],"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":[0.0000681823,0.0001408392,0.008377785,0.0001917568,0.00002154377,0.00002763182,0.0001215022,0.01009619,0.9801812,0.0007080701,0.00001141355,0.0000539013],"study_design_scores_gemma":[0.002580525,0.0006888967,0.08735082,0.0004942221,0.00006387688,0.00004871868,0.0003619262,0.00001913486,0.904962,0.0005258371,0.001905248,0.0009988175],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8686023,0.0002509496,0.00001378614,0.0008644255,0.00009857977,0.0006323537,0.00002603355,0.001916473,0.1275951],"genre_scores_gemma":[0.9989347,0.00009338168,0.000778075,0.00001881516,0.00001305781,0.0000795274,0.00000846017,0.00005637568,0.00001757938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1303324,"threshold_uncertainty_score":0.9999798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009986764726291968,"score_gpt":0.1820553841800282,"score_spread":0.1720686194537362,"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."}}