{"id":"W4220933510","doi":"10.1038/s41598-022-06409-y","title":"Analysis of a silicon comb structure using an inverse Talbot–Lau neutron grating interferometer","year":2022,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Nuclear Physics and Applications","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Cultural Heritage Administration; Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund; National Research Foundation","keywords":"Grating; Interferometry; Optics; Inverse; Physics; Talbot effect; Neutron; Silicon; Computer science; Optoelectronics; Mathematics; Geometry; Nuclear physics","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":[0.0002694807,0.00009921553,0.0002087674,0.0002312472,0.0004896736,0.0001197158,0.0001477866,0.00001136799,0.001349037],"category_scores_gemma":[0.00000166419,0.0001001407,0.0001700111,0.001347304,0.00009305152,0.0001483477,0.0001752072,0.0001277648,6.96285e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002835913,"about_ca_system_score_gemma":0.0000469947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002671076,"about_ca_topic_score_gemma":0.00002601974,"domain_scores_codex":[0.9987733,0.00004733251,0.0003394796,0.0004485225,0.0002294471,0.0001618843],"domain_scores_gemma":[0.9987788,0.00001005286,0.0003880756,0.0006846307,0.00007341499,0.00006505697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000003460072,0.0002832501,0.05544179,0.000005569849,0.0003274342,0.000004766539,0.001617817,0.03581288,0.9020246,0.002059853,0.0004001529,0.002018462],"study_design_scores_gemma":[0.0008299329,0.0003366192,0.04019796,0.00004047849,0.003913826,0.00003539591,0.01652855,0.6572502,0.1529773,0.1029548,0.02307291,0.001862022],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986351,0.000002763235,0.0002344062,0.00001094905,0.0005327795,0.0001304531,0.00009190765,0.00001341471,0.0003482476],"genre_scores_gemma":[0.9991572,1.121449e-8,0.0002313386,0.00001034774,0.00004099755,0.00001059894,0.0003831121,0.00001233707,0.0001540804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7490473,"threshold_uncertainty_score":0.9995639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01828528640952209,"score_gpt":0.2649933200288964,"score_spread":0.2467080336193743,"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."}}