{"id":"W2020109841","doi":"10.1021/ma030535n","title":"Pure Deep Blue Light-Emitting Diodes from Alternating Fluorene/Carbazole Copolymers by Using Suitable Hole-Blocking Materials","year":2004,"lang":"en","type":"article","venue":"Macromolecules","topic":"Organic Light-Emitting Diodes Research","field":"Engineering","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Microstructural Sciences","funders":"","keywords":"Electroluminescence; Carbazole; Polyfluorene; Materials science; Fluorene; Photoluminescence; Copolymer; OLED; Photochemistry; Thermal stability; Light-emitting diode; Polymer chemistry; Optoelectronics; Layer (electronics); Polymer; Chemistry; Organic chemistry; Nanotechnology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004181414,0.0005900299,0.00060694,0.0002017704,0.0003978601,0.0006264906,0.00078022,0.0003091136,0.0002020603],"category_scores_gemma":[0.000164639,0.0006351958,0.0001336898,0.0004481289,0.00009280739,0.0003674327,0.0003482544,0.0005151869,0.0001165739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005323402,"about_ca_system_score_gemma":0.00007019792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001222847,"about_ca_topic_score_gemma":0.00004834536,"domain_scores_codex":[0.9963953,0.0001089185,0.0007456956,0.0007072409,0.0007167418,0.001326047],"domain_scores_gemma":[0.9987172,0.0001344346,0.0001567925,0.0006321111,0.00008434273,0.0002750526],"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":[0.000009341415,0.00003653223,0.0004085361,0.0001233254,0.0001924031,0.0001644231,0.001715121,0.005274735,0.991263,0.00004503412,0.0001028893,0.0006646766],"study_design_scores_gemma":[0.0009173767,0.00002567222,0.00001735146,0.0003754921,0.00005493897,0.00003418137,0.0009776098,0.005290102,0.991262,0.00006993747,0.0002945427,0.0006808212],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897108,0.003661185,0.004050912,0.00009750957,0.000724542,0.0003034638,0.0001903293,0.0006910288,0.0005702441],"genre_scores_gemma":[0.9935959,0.00007498445,0.005206155,0.00006865276,0.0005499452,0.00002833172,0.0001421039,0.000284203,0.00004974458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003885094,"threshold_uncertainty_score":0.9996099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009159279986047892,"score_gpt":0.2325616288321496,"score_spread":0.2234023488461017,"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."}}