{"id":"W4398133166","doi":"10.1038/s41467-024-48557-x","title":"Bounds to electron spin qubit variability for scalable CMOS architectures","year":2024,"lang":"en","type":"article","venue":"Nature Communications","topic":"Quantum and electron transport phenomena","field":"Physics and Astronomy","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Army Research Office; National Cancer Institute; U.S. Air Force; Centre of Excellence for Electromaterials Science, Australian Research Council; University of New South Wales; U.S. Department of Defense; Australian National Fabrication Facility; Australian Government; Air Force Office of Scientific Research; National Computational Infrastructure","keywords":"Qubit; Scalability; CMOS; Spin (aerodynamics); Electron; Computer science; Physics; Quantum mechanics; Optoelectronics; Quantum","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":[0.001520603,0.0003289287,0.0005856971,0.0003912118,0.0004524704,0.001054995,0.00068889,0.0005161532,0.001269851],"category_scores_gemma":[0.009906614,0.000287997,0.000226064,0.0003626957,0.001110896,0.001836337,0.0008831813,0.001058493,0.0001028771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007048834,"about_ca_system_score_gemma":0.0005676226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006066724,"about_ca_topic_score_gemma":0.0008737968,"domain_scores_codex":[0.9990907,0.0001928747,0.00005393442,0.0001721621,0.0003683704,0.0001219767],"domain_scores_gemma":[0.992324,0.005046443,0.0007707381,0.001273868,0.0004398961,0.00014501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003653539,0.0001527535,0.00803963,0.0001656197,0.00007401423,0.0003009221,0.0002132573,0.7259825,0.1641208,0.07594468,0.0007640981,0.0238763],"study_design_scores_gemma":[0.00001709735,0.0002497054,0.00434078,0.00002213623,0.00002768811,0.00008783994,0.00009046309,0.9134591,0.03426995,0.04649806,0.0008880607,0.00004905638],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8324147,0.0008066281,0.1593976,0.0006915707,0.00006438103,0.0000332899,0.0001841651,0.0008621557,0.005545461],"genre_scores_gemma":[0.9967715,0.00004802525,0.002993865,0.00001575968,0.00001017845,0.00001356723,0.00002508576,0.00002364024,0.00009821379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001520603,"threshold_uncertainty_score":0.008041799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009894396737682979,"score_gpt":0.3028528949617574,"score_spread":0.2929584982240744,"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."}}