{"id":"W4235075776","doi":"10.1149/ma2011-01/20/1279","title":"Stable AMOLED Displays","year":2011,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"IGNIS Innovation (Canada)","funders":"","keywords":"AMOLED; Computer graphics (images); Computer science; Materials science; Nanotechnology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001423347,0.0001231307,0.0001219416,0.00003421724,0.00004468079,0.0000310483,0.000124742,0.00006865545,0.0002034003],"category_scores_gemma":[0.00006186486,0.0001152461,0.00003673982,0.00007763592,0.00002047114,0.0001294962,0.00001741286,0.000152989,0.0003304651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001974465,"about_ca_system_score_gemma":0.000006345387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000119142,"about_ca_topic_score_gemma":0.0000171922,"domain_scores_codex":[0.9992692,0.000006652049,0.0001966401,0.0001305574,0.000103189,0.0002937928],"domain_scores_gemma":[0.9996145,0.00005679644,0.00002733018,0.0001606414,0.00002081402,0.0001198591],"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":[0.00004509241,0.0002627084,0.01844637,0.0005820497,0.0002521016,0.0003283321,0.004206087,0.09351666,0.865392,0.0005629477,0.01490992,0.001495714],"study_design_scores_gemma":[0.0003576989,0.00003672007,0.06402645,0.0001724337,0.00004060389,0.00001015646,0.0002966184,0.008534115,0.914219,0.0006659566,0.01109601,0.0005441841],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5931836,0.0001156116,0.000002601821,0.00000388272,0.0002912983,0.00003186286,0.000002393776,0.0002018098,0.4061669],"genre_scores_gemma":[0.997672,0.00001590821,0.001941547,0.0000307316,0.0001024361,0.000004579796,0.000003745297,0.00003102942,0.000198089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4059688,"threshold_uncertainty_score":0.4699598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02183355008737888,"score_gpt":0.2095959680076106,"score_spread":0.1877624179202317,"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."}}