{"id":"W2611895067","doi":"10.1021/acsphotonics.7b00203","title":"Black Phase-Changing Cathodes for High-Contrast Organic Light-Emitting Diodes","year":2017,"lang":"en","type":"article","venue":"ACS Photonics","topic":"Organic Light-Emitting Diodes Research","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"OLED; Materials science; Cathode; Layer (electronics); Optoelectronics; Diode; Ternary operation; Refractive index; Phase (matter); Substrate (aquarium); Contrast ratio; Light-emitting diode; Optics; Nanotechnology; Chemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009435307,0.0004242693,0.0005194565,0.0002010305,0.0009225726,0.0006097801,0.001235996,0.0002730415,0.00009695651],"category_scores_gemma":[0.001007256,0.0004337417,0.0001384341,0.0002029067,0.0001243489,0.000491616,0.0003049088,0.0004824999,0.0001605871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002906614,"about_ca_system_score_gemma":0.00009963159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002586961,"about_ca_topic_score_gemma":0.00003745509,"domain_scores_codex":[0.9972795,0.00003091421,0.0004889382,0.000532233,0.0003977891,0.001270581],"domain_scores_gemma":[0.9976682,0.0003409089,0.0001702839,0.001416745,0.000180277,0.0002235798],"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":[0.0000374997,0.000124466,0.0003922669,0.0005001645,0.000290769,0.0000338083,0.003146806,0.00009560001,0.9889196,0.001264667,0.002345916,0.002848451],"study_design_scores_gemma":[0.002006507,0.0000945931,0.00006599939,0.0001307275,0.00007311697,0.0000132798,0.0003254881,0.03732889,0.9527526,0.0002072275,0.006451594,0.0005499918],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890288,0.0005543039,0.005595993,0.0003622766,0.0008896618,0.0008128393,0.00008911189,0.0006544892,0.002012595],"genre_scores_gemma":[0.9919382,0.0002212624,0.006228473,0.00005748499,0.0005048384,0.00009307584,0.00003391057,0.0002475789,0.0006751671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03723329,"threshold_uncertainty_score":0.9998114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01895331259000119,"score_gpt":0.2855610375802189,"score_spread":0.2666077249902178,"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."}}