{"id":"W3019911669","doi":"10.1002/jsid.899","title":"Submicron full‐color LED pixels for microdisplays and micro‐LED main displays","year":2020,"lang":"en","type":"article","venue":"Journal of the Society for Information Display","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"University of California, Santa Barbara","keywords":"Light-emitting diode; Materials science; RGB color model; Optoelectronics; Pixel; Optics; LED lamp; LED display; Molecular beam epitaxy; Dimension (graph theory); Computer science; Nanotechnology; Epitaxy; Artificial intelligence; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001170251,0.0003077269,0.0002073332,0.0002275305,0.0002433488,0.0004479841,0.0005506974,0.0002216447,0.005325131],"category_scores_gemma":[0.0001978963,0.0002641575,0.0001452915,0.00009791828,0.0002147413,0.0003599471,0.0004277833,0.0003914174,0.001077472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004545919,"about_ca_system_score_gemma":0.0001974885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003642468,"about_ca_topic_score_gemma":0.001701,"domain_scores_codex":[0.9999243,0.000006255847,0.00000264558,0.0000169406,0.00003586202,0.0000139355],"domain_scores_gemma":[0.99985,0.00006093231,0.00001837262,0.00002046256,0.00002990595,0.00002024787],"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":[0.00005518683,0.00003027192,0.0002758807,0.00007513264,0.000006021423,0.000058413,0.00003793575,0.0007068472,0.9786016,0.002040626,0.001405452,0.01670655],"study_design_scores_gemma":[0.0000222915,0.0001923442,0.003483908,0.00001814528,0.00001339256,0.0002889626,0.00002442986,0.01198168,0.9626217,0.0007543844,0.02058127,0.00001751423],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7275394,0.004605628,0.207546,0.0008194369,0.0005234048,0.0001990229,0.00110176,0.004291798,0.05337354],"genre_scores_gemma":[0.795595,0.0008766697,0.1899331,0.0002143579,0.0000911826,0.0001716853,0.0002544539,0.0002416422,0.01262194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005325131,"threshold_uncertainty_score":0.01781434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009938993105388602,"score_gpt":0.2354844045016097,"score_spread":0.2255454113962211,"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."}}