{"id":"W4390113252","doi":"10.3390/molecules29010073","title":"Polymer Dispersed Liquid Crystal Imprinted by Microlens Array for Enhanced Outcoupling Efficiency of Organic Light Emitting Diode","year":2023,"lang":"en","type":"article","venue":"Molecules","topic":"Organic Light-Emitting Diodes Research","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"HORIZON EUROPE Research Infrastructures; Ministry of Education, India; National Research Foundation of Korea; Ministry of Education; National Research Foundation","keywords":"Microlens; OLED; Materials science; Optoelectronics; Liquid crystal; Diode; Polymer; Quantum efficiency; Coating; Optics; Nanotechnology; Layer (electronics); Lens (geology); Composite material","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":[0.0001199159,0.0003129683,0.0002154365,0.0003081007,0.0001145584,0.0002611061,0.0003018982,0.0003017313,0.0008663454],"category_scores_gemma":[0.0001315064,0.0002092218,0.0001933348,0.0001898195,0.0001286496,0.0003013831,0.00017159,0.0003802224,0.0003871152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002371453,"about_ca_system_score_gemma":0.0001233151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002478411,"about_ca_topic_score_gemma":0.0007857026,"domain_scores_codex":[0.9998525,0.00001359338,0.000007989711,0.00004390191,0.00006187442,0.00002014785],"domain_scores_gemma":[0.999897,0.00003715228,0.00002601763,0.000007783695,0.00001774976,0.00001432302],"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":[0.000009217465,0.00001116669,0.00003506758,0.00001741435,0.000001886883,0.00002186353,0.000005153172,0.0000931845,0.9978428,0.0000477892,0.00002402751,0.001890524],"study_design_scores_gemma":[0.000002114603,0.0000344358,0.0001458801,7.980514e-7,0.000002805773,0.00002921637,0.000001974004,0.001860001,0.9974371,0.000005249177,0.0004777622,0.0000024511],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9287108,0.003242131,0.06159454,0.0002141728,0.0001233915,0.00004681265,0.0001727709,0.0009497406,0.004945587],"genre_scores_gemma":[0.9498167,0.001040355,0.04468583,0.000103133,0.00003723748,0.00002843735,0.0001162932,0.00006222007,0.004109759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008663454,"threshold_uncertainty_score":0.002898216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006410612504811916,"score_gpt":0.233402001803732,"score_spread":0.22699138929892,"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."}}