{"id":"W2048578932","doi":"10.1063/1.2435070","title":"Degradation mechanisms in organic light-emitting devices: Metal migration model versus unstable tris(8-hydroxyquinoline) aluminum cationic model","year":2007,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"Organic Light-Emitting Diodes Research","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Xerox (Canada); McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cationic polymerization; Indium; Degradation (telecommunications); Aluminium; Materials science; Stability (learning theory); Metal; Luminescence; Chemistry; Optoelectronics; Chemical physics; Chemical engineering; Computer science; Polymer chemistry; Composite material; Metallurgy; Telecommunications","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001179624,0.0002780865,0.0004216163,0.0002899002,0.00009548827,0.00008116689,0.0003780259,0.0001851686,0.00001442096],"category_scores_gemma":[0.00004644597,0.000282946,0.0001181646,0.0008674753,0.00001925218,0.0005842129,0.00005090324,0.0007054104,0.00002272511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007377651,"about_ca_system_score_gemma":0.0002678757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007705639,"about_ca_topic_score_gemma":0.00008962262,"domain_scores_codex":[0.9975138,0.00002025694,0.000962381,0.0002254993,0.0007448039,0.0005333074],"domain_scores_gemma":[0.9988246,0.0001527371,0.0003553007,0.0002839106,0.0002312472,0.0001521814],"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":[0.00009984503,0.00008178109,0.0000105042,0.00006040856,0.00008618748,0.000003946729,0.0009457841,0.5511197,0.4425696,0.004257713,0.00006727848,0.0006972561],"study_design_scores_gemma":[0.0009438682,0.00003193847,0.000005890401,0.00002848903,0.00004936856,0.000003538912,0.0002160533,0.5974643,0.3993583,0.00170398,0.00002727106,0.0001669863],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5312396,0.00009328088,0.4658159,0.00003249082,0.0002135935,0.0002095368,0.000003073073,0.00007329395,0.002319247],"genre_scores_gemma":[0.9795824,0.00006527775,0.01982065,0.00002551512,0.0003246199,0.000006227189,0.00001755975,0.00009055277,0.00006723066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4483427,"threshold_uncertainty_score":0.9999623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02110815468229272,"score_gpt":0.2510594516048524,"score_spread":0.2299512969225597,"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."}}