{"id":"W4226180514","doi":"10.1038/s41467-022-34288-4","title":"Defect free strain relaxation of microcrystals on mesoporous patterned silicon","year":2022,"lang":"en","type":"article","venue":"Nature Communications","topic":"Silicon Nanostructures and Photoluminescence","field":"Materials Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Light Source (Canada); McMaster University; Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds de recherche du Québec – Nature et technologies; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Strain (injury); Mesoporous material; Materials science; Silicon; Relaxation (psychology); Nanotechnology; Stress relaxation; Optoelectronics; Chemistry; Composite material; Biology; Neuroscience","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":[],"consensus_categories":[],"category_scores_codex":[0.0004258873,0.0001195907,0.0001825402,0.00009521008,0.0004063805,0.00002470032,0.001917723,0.00009993378,0.0005504378],"category_scores_gemma":[0.0002103121,0.0001173201,0.0001011344,0.0002991313,0.0001209402,0.00006800386,0.0006502249,0.000621147,0.000008552814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007168213,"about_ca_system_score_gemma":0.00006147996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001248878,"about_ca_topic_score_gemma":0.00023353,"domain_scores_codex":[0.9986395,0.0003543569,0.0002982967,0.000229119,0.0003212673,0.0001574113],"domain_scores_gemma":[0.99685,0.0003798549,0.0002931071,0.002344046,0.0000916446,0.00004135773],"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":[0.0000329967,0.000105933,0.001096501,0.000007800532,0.000008051886,7.859109e-7,0.000465193,0.00004837715,0.9859022,0.004450385,0.007553047,0.0003286728],"study_design_scores_gemma":[0.001507672,0.0005745701,0.05430673,0.00005857707,0.00007539145,0.00007221223,0.001139076,0.0003254278,0.8439608,0.003220652,0.09416512,0.0005937948],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926643,0.002233528,0.000004347294,0.002264382,0.0003104706,0.0003312126,0.00098999,0.00006478465,0.001137033],"genre_scores_gemma":[0.9977351,0.00004652975,0.0005544171,0.001321266,0.00001604955,0.00007199105,0.000176772,0.00001338341,0.00006449911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1419415,"threshold_uncertainty_score":0.6026908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01478483892169322,"score_gpt":0.2713077689572457,"score_spread":0.2565229300355525,"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."}}