{"id":"W2983547297","doi":"10.1002/admi.201901216","title":"Decoding the Polymer p–n Junction: Controlled Dedoping and Reverse Bias Electroluminescence","year":2019,"lang":"en","type":"article","venue":"Advanced Materials Interfaces","topic":"Organic Light-Emitting Diodes Research","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electroluminescence; Materials science; Reverse bias; Biasing; Optoelectronics; Doping; p–n junction; Electrode; Polymer; Voltage; Semiconductor; Nanotechnology; Electrical engineering; Physics; 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":[],"consensus_categories":[],"category_scores_codex":[0.000344503,0.000187671,0.0003359205,0.00005980378,0.0000879638,0.0001569691,0.0002182434,0.0000602432,0.0004576411],"category_scores_gemma":[0.0001317117,0.0001325315,0.00002689315,0.0001181076,0.0000528909,0.0002923568,0.00008684468,0.0001309309,0.0001871769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005698702,"about_ca_system_score_gemma":0.00001285533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001580952,"about_ca_topic_score_gemma":0.000004787008,"domain_scores_codex":[0.998872,0.00006965099,0.0003087276,0.0002337829,0.0001583435,0.0003574702],"domain_scores_gemma":[0.9993243,0.0002454982,0.00006424867,0.0002833733,0.00003908029,0.00004354087],"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":[0.0001199658,0.000003785118,0.0002006281,0.0000825418,0.00004741778,0.000001345834,0.0001435852,0.00005002723,0.9986504,0.0001034883,0.0001364553,0.0004603985],"study_design_scores_gemma":[0.001152742,0.00005078299,0.00006069049,0.0001162391,0.00001398645,0.00001765039,0.0001514226,0.0005683181,0.9968905,0.00002236466,0.0007946908,0.0001606215],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949147,0.001872786,0.000190397,0.0002123757,0.001381544,0.0004505085,0.000003157851,0.0002174232,0.0007570826],"genre_scores_gemma":[0.9980063,0.0004262477,0.000334479,0.00007174479,0.0001192615,0.00004049477,0.000001704176,0.00004148278,0.0009583138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003091546,"threshold_uncertainty_score":0.5404477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009044634707484721,"score_gpt":0.2244438444739757,"score_spread":0.215399209766491,"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."}}