{"id":"W4404108811","doi":"10.1016/bs.semsem.2024.10.001","title":"III-nitride nanostructures: Selective area epitaxy, surface emitting lasers, and emerging photodetectors","year":2024,"lang":"en","type":"book-chapter","venue":"Semiconductors and semimetals","topic":"Semiconductor Quantum Structures and Devices","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Optoelectronics; Epitaxy; Materials science; Nitride; Laser; Photodetector; Nanostructure; Nanotechnology; Optics; Layer (electronics); 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0002885478,0.001344255,0.001486508,0.0003520955,0.000427404,0.0004108868,0.0003225058,0.0005392857,0.001154615],"category_scores_gemma":[0.00002075012,0.001160009,0.0004391592,0.0001637185,0.0003343205,0.0003321952,0.0003806289,0.001389595,0.0000236807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007316733,"about_ca_system_score_gemma":0.0001456472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008283263,"about_ca_topic_score_gemma":0.00002431585,"domain_scores_codex":[0.9962025,0.00004103598,0.0009279026,0.001617896,0.0004338143,0.0007768404],"domain_scores_gemma":[0.9979426,0.0003633159,0.0006120576,0.0005515692,0.0001559192,0.0003745066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002045555,0.00005611198,0.009273812,0.00154014,0.00947392,0.0001894203,0.009397824,0.00009342152,0.6874474,0.2569551,0.01606607,0.009302306],"study_design_scores_gemma":[0.002480012,0.0003754466,0.0001315021,0.002892278,0.003702221,0.0002921554,0.006011498,0.0008340869,0.2609136,0.5320773,0.183362,0.006928038],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8883596,0.02196885,0.00000376194,0.00003542657,0.001219359,0.0006374648,0.0007840101,0.000183726,0.0868078],"genre_scores_gemma":[0.9247051,0.0005656053,0.0001228092,0.0001437587,0.0009079306,0.0000119276,0.0002542114,0.0002651743,0.07302347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4265338,"threshold_uncertainty_score":0.9999309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0110703978765319,"score_gpt":0.2314715419508998,"score_spread":0.2204011440743679,"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."}}