{"id":"W4385487015","doi":"10.1002/admt.202300824","title":"Extremely Large Polymer Light‐Emitting Electrochemical Cells with Concentric Circular Electrodes","year":2023,"lang":"en","type":"article","venue":"Advanced Materials Technologies","topic":"Organic Light-Emitting Diodes Research","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electrode; Materials science; RADIUS; Concentric; Optoelectronics; Doping; Optics; Auxiliary electrode; Electrolyte; Chemistry; Geometry; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000322937,0.0002706615,0.0002747123,0.000190809,0.0001429877,0.0003960412,0.0006505995,0.0003564053,0.00078296],"category_scores_gemma":[0.0006496115,0.0001973336,0.0001383713,0.0002200734,0.0002868754,0.0005507077,0.0004519153,0.0003786989,0.0005219944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000298516,"about_ca_system_score_gemma":0.0001929519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003714029,"about_ca_topic_score_gemma":0.0006407175,"domain_scores_codex":[0.9996656,0.00003772724,0.0000226973,0.00008640681,0.0001505749,0.00003697221],"domain_scores_gemma":[0.9995003,0.0001792522,0.00008547172,0.00007075374,0.0001236031,0.00004067756],"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":[0.00007283062,0.00001603127,0.0002195124,0.00005702678,0.000006245258,0.00006776136,0.00002192979,0.0006491979,0.991732,0.0005325804,0.0001494431,0.006475392],"study_design_scores_gemma":[0.00001479692,0.00005720701,0.0004216202,0.000003170858,0.000006705015,0.0001371104,0.000006570608,0.00437748,0.9919153,0.0001327268,0.002916719,0.00001047813],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8863614,0.00195323,0.1036388,0.0002540244,0.0001482824,0.0001073746,0.0005135291,0.0009620144,0.006061493],"genre_scores_gemma":[0.917482,0.0005782366,0.0787816,0.00005268644,0.000025742,0.00006078938,0.0002437147,0.00004188904,0.00273345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00078296,"threshold_uncertainty_score":0.002619267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005048192504822226,"score_gpt":0.2109715335092715,"score_spread":0.2059233410044493,"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."}}