{"id":"W2037106435","doi":"10.1103/physrevb.62.11405","title":"Microstructural studies of organic light-emitting devices by Monte Carlo simulation of two-dimensional triangles","year":2000,"lang":"en","type":"article","venue":"Physical review. B, Condensed matter","topic":"Organic Light-Emitting Diodes Research","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Amorphous solid; Materials science; Monte Carlo method; Impurity; OLED; Annealing (glass); Relaxation (psychology); Crystallization; Molecular physics; Condensed matter physics; Crystallography; Optics; Chemical physics; Physics; Layer (electronics); Nanotechnology; Thermodynamics; Composite material; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003623297,0.0003626168,0.0006440084,0.0005536315,0.0007008497,0.0006195286,0.001145156,0.00119764,0.003982387],"category_scores_gemma":[0.001321955,0.0003973959,0.0008024184,0.0005697341,0.0007030087,0.0005876864,0.00041751,0.0006222293,0.0001810516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001335183,"about_ca_system_score_gemma":0.0008107859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01497735,"about_ca_topic_score_gemma":0.009463414,"domain_scores_codex":[0.9998301,0.00004351257,0.000006338282,0.00002068222,0.00004632684,0.00005295426],"domain_scores_gemma":[0.9991232,0.0005859166,0.00006675719,0.00005582413,0.0001073155,0.00006111012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003871888,0.00003930068,0.0008421537,0.00002771231,0.00001664613,0.00006227491,0.00003144999,0.9922496,0.001173315,0.004726528,0.0001383732,0.0006539279],"study_design_scores_gemma":[0.00000822207,0.00001153601,0.0001676926,0.000002039247,0.000002752035,0.000004971329,0.000009827587,0.9991395,0.000163107,0.0003923541,0.00009533755,0.000002590648],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9660643,0.0002422195,0.01821513,0.000436844,0.00004099164,0.00007089154,0.000428909,0.000118448,0.01438222],"genre_scores_gemma":[0.9905723,0.0001357201,0.00721047,0.00007071391,0.0000115928,0.0001158032,0.0002439575,0.00004206708,0.001597444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01497735,"threshold_uncertainty_score":0.02978033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01728912950263882,"score_gpt":0.3264263560107368,"score_spread":0.309137226508098,"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."}}