{"id":"W3166924077","doi":"10.3390/electronicmat2020016","title":"On the Role of LiF in Organic Optoelectronics","year":2021,"lang":"en","type":"article","venue":"Electronic Materials","topic":"Organic Light-Emitting Diodes Research","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"FP7 People: Marie-Curie Actions; Seventh Framework Programme; Ontario Ministry of Research and Innovation; McMaster University; Natural Sciences and Engineering Research Council of Canada; Deutscher Akademischer Austauschdienst; University of Toronto","keywords":"OLED; Materials science; Optoelectronics; Electrode; Organic electronics; Organic semiconductor; Substrate (aquarium); Electronics; Nanotechnology; Interface (matter); Diode; Layer (electronics); Contact angle; Chemistry; Transistor; Electrical engineering; Voltage; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005513223,0.0001486884,0.0002573297,0.00006779921,0.0000303777,0.00004461329,0.0003047037,0.0000930118,0.005308791],"category_scores_gemma":[0.000216893,0.000120415,0.00003529226,0.0004070493,0.0000230218,0.00004345829,0.00006321942,0.0002910423,0.0001511749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003260934,"about_ca_system_score_gemma":0.0002779584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001127168,"about_ca_topic_score_gemma":0.00004363494,"domain_scores_codex":[0.9984319,0.0001448275,0.0003160266,0.0001881455,0.0002387651,0.0006803761],"domain_scores_gemma":[0.9992518,0.0002012994,0.00003468762,0.0004387246,0.00004117302,0.00003227156],"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":[0.00001027063,0.00003038696,0.00002371284,0.00003289395,0.00003797475,0.000003704293,0.0001354217,0.00003140955,0.9655349,0.03385385,0.0001564348,0.0001490976],"study_design_scores_gemma":[0.0001814146,0.00006622466,0.00005245113,0.00002961521,0.000005345515,0.00000884265,0.00005264965,0.0001928859,0.9922614,0.003291728,0.003742953,0.00011447],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944606,0.00187049,0.00001751008,0.000182123,0.0001171278,0.0001632778,0.000006794627,0.00008813707,0.003093916],"genre_scores_gemma":[0.9991212,0.0003964485,0.00001550914,0.00003471685,0.0000754501,0.00002315601,0.000009135575,0.00005515003,0.0002692166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03056212,"threshold_uncertainty_score":0.9956005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003082472756449895,"score_gpt":0.1956747940384324,"score_spread":0.1925923212819825,"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."}}