{"id":"W4401119154","doi":"10.1002/sdtp.17655","title":"60‐1: <i>Invited Paper:</i> Epitaxial, Scalable Nanowire Light Emitters and Photodetectors","year":2024,"lang":"en","type":"article","venue":"SID Symposium Digest of Technical Papers","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Photodetector; Nanowire; Optoelectronics; Epitaxy; Materials science; Scalability; Nanotechnology; Computer science; Layer (electronics)","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"],"consensus_categories":[],"category_scores_codex":[0.0001268443,0.0003458912,0.0004225154,0.0001409486,0.00006674583,0.0001036464,0.0002665128,0.000289448,0.00007553208],"category_scores_gemma":[0.00004585421,0.0002952144,0.0001824832,0.0004424153,0.0002116214,0.0002863985,0.00008518529,0.0003590479,0.00003460463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001027971,"about_ca_system_score_gemma":0.00002397066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000316088,"about_ca_topic_score_gemma":0.00003888016,"domain_scores_codex":[0.9983352,0.00002187071,0.0004503387,0.0004525333,0.0002824222,0.0004575856],"domain_scores_gemma":[0.9990828,0.0002514164,0.0000299871,0.00036853,0.00002508622,0.0002421838],"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":[0.0000110671,0.00002428637,0.0002105173,0.000467388,0.00006492092,0.00003689683,0.00006551707,0.000186006,0.995285,0.0003231616,0.003216008,0.0001091919],"study_design_scores_gemma":[0.00044145,0.0002307808,0.001568398,0.0008647029,0.0001702787,0.00004860609,0.0001128026,0.0002903845,0.7808542,0.00008122842,0.214458,0.0008792375],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7540185,0.006924894,0.000001075782,0.002816396,0.001093346,0.0004246418,0.00006026334,0.001727085,0.2329338],"genre_scores_gemma":[0.9975954,0.001517625,0.00006755698,0.000446484,0.00009858776,0.0000375518,0.00001528305,0.00008689235,0.000134629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2435769,"threshold_uncertainty_score":0.99995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003904414412759547,"score_gpt":0.1909561265137415,"score_spread":0.187051712100982,"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."}}