{"id":"W2311846082","doi":"10.1149/06604.0213ecst","title":"(Invited) Phosphor-Free III-Nitride Nanowire White Light Emitting Diodes: Challenges and Prospects","year":2015,"lang":"en","type":"article","venue":"ECS Transactions","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Light-emitting diode; Optoelectronics; Materials science; Phosphor; Nanowire; Quantum dot; Diode; Heterojunction; Nitride; Molecular beam epitaxy; Color rendering index; Epitaxy; Nanotechnology; Layer (electronics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001751494,0.0002161788,0.0002683414,0.00006275823,0.000186752,0.00009059377,0.0001594475,0.00006522511,0.0001708083],"category_scores_gemma":[0.000004889499,0.0002010796,0.00008580502,0.0001055632,0.00003908048,0.0002643128,0.00001371005,0.0001575174,0.00001890618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002400208,"about_ca_system_score_gemma":0.00003835975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001572214,"about_ca_topic_score_gemma":0.00005735537,"domain_scores_codex":[0.9989333,0.00003318653,0.000254309,0.0003253507,0.0001525885,0.000301338],"domain_scores_gemma":[0.9992357,0.00003058065,0.00009170375,0.0003423039,0.00008400804,0.000215721],"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":[0.0006948742,0.003597217,0.02090766,0.001381727,0.003086146,0.00008587773,0.1333375,0.00190536,0.5930398,0.01690812,0.03790051,0.1871552],"study_design_scores_gemma":[0.009183264,0.0004441367,0.00235603,0.0005678691,0.0006728695,0.0000318727,0.02866643,0.0005698889,0.6642306,0.01657521,0.27457,0.002131789],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790701,0.004238495,0.002050176,0.004414128,0.0009314139,0.0004811612,0.0001706904,0.0001619823,0.008481801],"genre_scores_gemma":[0.9981428,0.0001166679,0.0006137366,0.00009083859,0.0003094958,0.000067439,0.00001795425,0.0000343864,0.0006066674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2366695,"threshold_uncertainty_score":0.8199789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02243874625407424,"score_gpt":0.2313520946778937,"score_spread":0.2089133484238195,"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."}}