{"id":"W1976576857","doi":"10.1889/1.2433289","title":"46.1: <i>Invited Paper</i> : a‐Si for AMOLED — Meeting the Performance and Cost Demands of Display Applications (Cell Phone to HDTV)","year":2006,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Thin-Film Transistor Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"IGNIS Innovation (Canada)","funders":"","keywords":"AMOLED; Phone; High-definition television; Computer science; Multimedia; Computer graphics (images); Computer hardware; Materials science; Telecommunications; Nanotechnology; Active matrix; Thin-film transistor; Layer (electronics)","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":[0.0002035499,0.0002405659,0.0003513957,0.00009626136,0.0001248649,0.00001610609,0.0004555955,0.0001961142,0.000002694313],"category_scores_gemma":[0.00003125482,0.000194509,0.0001133798,0.0003966501,0.0002772354,0.00007650531,0.00007591493,0.0002116129,0.000002113608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006951367,"about_ca_system_score_gemma":0.00001188551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003912052,"about_ca_topic_score_gemma":0.00009986808,"domain_scores_codex":[0.998659,0.00001208417,0.000516918,0.0002747005,0.000204135,0.0003331774],"domain_scores_gemma":[0.9989887,0.0002668377,0.0001014548,0.0005284408,0.00005416759,0.00006042234],"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":[0.00002689196,0.00005832101,0.001322206,0.00027258,0.00001568129,2.439211e-7,0.00004209109,0.01110589,0.9859146,0.0004750564,0.0005723494,0.0001940108],"study_design_scores_gemma":[0.0009080992,0.0002056064,0.01295806,0.0001705247,0.0001363463,0.000007430102,0.0001287973,0.0004843987,0.9361344,0.00005283888,0.0483373,0.0004761938],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8594602,0.001367075,0.0006933269,0.003415724,0.0001615601,0.003676009,0.0002144735,0.001649938,0.1293617],"genre_scores_gemma":[0.9977393,0.0002423874,0.001111544,0.00009956517,0.00003225288,0.0006472401,0.00001866433,0.00005301936,0.00005602962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1382791,"threshold_uncertainty_score":0.7931845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003643906741327221,"score_gpt":0.1873845610058097,"score_spread":0.1837406542644824,"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."}}