{"id":"W2995372807","doi":"10.1002/adfm.201970342","title":"Light‐Emitting Diodes: Highly Efficient Quantum Dot Light‐Emitting Diodes by Inserting Multiple Poly(methyl methacrylate) as Electron‐Blocking Layers (Adv. Funct. Mater. 50/2019)","year":2019,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Quantum Dots Synthesis And Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Materials science; Quantum dot; Diode; Optoelectronics; Light-emitting diode; Brightness; Electron; Methyl methacrylate; OLED; Nanotechnology; Optics; Layer (electronics); Composite material; Copolymer; Polymer; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002885353,0.001057822,0.001439451,0.000308556,0.001038134,0.0007716113,0.0007701015,0.0004006699,0.002457253],"category_scores_gemma":[0.0009333121,0.00086989,0.000310206,0.0004171666,0.0001226219,0.001081839,0.0003688794,0.0003950383,0.00284826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003287955,"about_ca_system_score_gemma":0.0001598457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005092573,"about_ca_topic_score_gemma":0.000008117953,"domain_scores_codex":[0.992381,0.0006601774,0.001983029,0.001818726,0.001273814,0.00188327],"domain_scores_gemma":[0.9961057,0.001020713,0.001258977,0.000966646,0.0003282638,0.0003197144],"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":[0.00119636,0.0001641145,0.0006685752,0.0002524651,0.0001011803,0.00000848492,0.0006024841,0.00214706,0.992781,0.0008205749,0.0003612143,0.0008964487],"study_design_scores_gemma":[0.001216998,0.0003755323,0.0004263457,0.0005602981,0.00008882751,0.00004382156,0.0007231034,0.0004470356,0.9799283,0.0005094004,0.01450584,0.001174463],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868213,0.00425045,0.0005112342,0.0006506519,0.005515201,0.000929574,0.0002097457,0.0005809249,0.0005309375],"genre_scores_gemma":[0.9944224,0.0001683867,0.002422247,0.0005413132,0.0006781226,0.0002132494,0.0001190192,0.000224706,0.001210583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01414463,"threshold_uncertainty_score":0.9993752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01144142537741043,"score_gpt":0.232047416721878,"score_spread":0.2206059913444676,"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."}}