{"id":"W4298338620","doi":"10.48550/arxiv.cond-mat/0702577","title":"Coupled Effects in Quantum Dot Nanostructures with Nonlinear Strain and\\n Bridging Modelling Scales","year":2007,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Acoustic Wave Resonator Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Piezoelectricity; Nonlinear system; Context (archaeology); Statistical physics; Bridging (networking); Quantum; Quantum dot; Strain engineering; Energy minimization; Physics; Computer science; Condensed matter physics; Quantum mechanics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000152785,0.0004543503,0.0004797807,0.0005472276,0.00006976767,0.00004371985,0.0004132735,0.0005470879,0.000002762222],"category_scores_gemma":[0.00003174542,0.000483103,0.00006856655,0.0003921175,0.0002402293,0.0001026618,0.0003397808,0.001075484,0.000002926584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002548063,"about_ca_system_score_gemma":0.00004202689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001248242,"about_ca_topic_score_gemma":0.0001252204,"domain_scores_codex":[0.9985288,0.00002598057,0.0002028662,0.0006447412,0.0001031871,0.0004944503],"domain_scores_gemma":[0.999134,0.0001685588,0.00008213718,0.000467489,0.00004747593,0.0001003511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003254888,0.0000133649,0.002126448,0.0005593021,0.00007721382,0.0008560362,0.00006398241,0.9917228,0.00079801,0.003052823,0.000004812985,0.0006926206],"study_design_scores_gemma":[0.0005517071,0.00002859067,0.001709557,0.0004599597,0.00006244223,0.00001270471,0.000191665,0.9903352,0.0006414633,0.005472277,0.000008386633,0.0005260459],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6995159,0.000455116,0.2989494,0.000005456246,0.0001148005,0.0002767028,0.00002716865,0.000581683,0.00007378379],"genre_scores_gemma":[0.9952741,0.0004762381,0.004087258,0.000008192619,0.00004544777,0.00000106159,0.00002027094,0.00007063214,0.00001674496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2957583,"threshold_uncertainty_score":0.9997621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02507743550430924,"score_gpt":0.1705250000700362,"score_spread":0.145447564565727,"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."}}