{"id":"W4229007750","doi":"10.1002/adma.202201192","title":"A Light‐Hole Germanium Quantum Well on Silicon","year":2022,"lang":"en","type":"article","venue":"Advanced Materials","topic":"Semiconductor Quantum Structures and Devices","field":"Physics and Astronomy","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada; Mitacs; Canada Research Chairs; Canada Foundation for Innovation","keywords":"Materials science; Germanium; Optoelectronics; Heterojunction; Silicon; Quantum dot; Qubit; Photon; Quantum technology; Quantum well; Quantum; Optics; Physics; Quantum mechanics; Open quantum system","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001192708,0.0001869441,0.0002557524,0.00005094076,0.0002642394,0.00005478227,0.0002164468,0.00001868845,0.01065247],"category_scores_gemma":[0.000001930717,0.0001704477,0.00006699254,0.00008386455,0.0000124609,0.0001192308,0.0001259544,0.0001075628,0.000196859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003507629,"about_ca_system_score_gemma":0.00002423746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000083525,"about_ca_topic_score_gemma":5.458435e-7,"domain_scores_codex":[0.9988356,0.00007067082,0.0002509549,0.0003172877,0.0002361499,0.0002893029],"domain_scores_gemma":[0.9993912,0.00003775978,0.0001605716,0.0003257385,0.0000263812,0.00005836004],"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":[0.00008945039,0.00005193987,0.00008796564,0.000009780783,0.00002149951,0.000003772547,0.0001240109,0.0003102893,0.9190264,0.07780408,0.002113745,0.0003570138],"study_design_scores_gemma":[0.0005574794,0.0001514922,0.0002623551,0.00000868302,0.00001341523,0.000001926691,0.0005087618,0.00001245892,0.8280665,0.01140705,0.1587521,0.0002577351],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882134,0.00004646822,0.000009319309,0.0001656995,0.002403254,0.0002056337,0.0001751782,0.0000662021,0.008714797],"genre_scores_gemma":[0.9985089,0.000002044033,0.00003632787,0.000404238,0.0003841596,0.0001076961,0.00007641708,0.00003244487,0.0004477707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1566384,"threshold_uncertainty_score":0.9902519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008697607167524829,"score_gpt":0.2484299131969388,"score_spread":0.239732306029414,"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."}}