{"id":"W2799756475","doi":"10.1002/cplu.201700461","title":"Strategies toward Long‐Life Light‐Emitting Electrochemical Cells","year":2017,"lang":"en","type":"review","venue":"ChemPlusChem","topic":"Organic Light-Emitting Diodes Research","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Queen's University","keywords":"Electrochemistry; Nanotechnology; Materials science; Chemistry; Electrode; Physical chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006663749,0.0008013506,0.0007512297,0.001133495,0.0002936261,0.001043006,0.001043655,0.001082315,0.002677181],"category_scores_gemma":[0.0004242185,0.0004547263,0.0005430233,0.001003165,0.0004055504,0.002149729,0.0008979304,0.001938939,0.002958259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006589222,"about_ca_system_score_gemma":0.0006467628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003803433,"about_ca_topic_score_gemma":0.0007700932,"domain_scores_codex":[0.9997848,0.00002752721,0.00002246204,0.00004733605,0.00008682014,0.0000312599],"domain_scores_gemma":[0.9998653,0.00003958443,0.00001876018,0.000007623591,0.00005562286,0.00001308779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005467478,0.0001735967,0.0002335545,0.02784052,0.000131493,0.0006086791,0.0002569026,0.00149547,0.08366703,0.05760407,0.02341007,0.8045239],"study_design_scores_gemma":[0.000007473234,0.0001015758,0.0001659849,0.0007461459,0.00004257075,0.0005490775,0.00005338132,0.0002685307,0.01353522,0.003307078,0.9812058,0.00001719164],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001610231,0.9845712,0.004965655,0.0006912362,0.0005304273,0.00003652674,0.00004226889,0.00005919288,0.007493265],"genre_scores_gemma":[0.01037025,0.9794627,0.004520846,0.0005429834,0.0002606192,0.00006366547,0.00008990899,0.00001324618,0.004675877],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002677181,"threshold_uncertainty_score":0.008956015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08612948084268233,"score_gpt":0.3498155510522189,"score_spread":0.2636860702095365,"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."}}