{"id":"W2117555011","doi":"10.2971/jeos.2007.07022","title":"Numerical analysis of a slit-groove diffraction problem","year":2007,"lang":"en","type":"article","venue":"Journal of the European Optical Society Rapid Publications","topic":"Optical Coatings and Gratings","field":"Materials Science","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Office of Science; Technische Universiteit Delft; National Energy Research Scientific Computing Center; Université Laval; U.S. Department of Energy","keywords":"Groove (engineering); Optics; Diffraction; Scattering; Finite element method; Finite-difference time-domain method; Modal; Physics; Slit; Modal analysis; Materials science","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":[],"consensus_categories":[],"category_scores_codex":[0.004216572,0.0001163087,0.000306635,0.00008927842,0.0002256719,0.0001347676,0.0006206575,0.00005204428,0.0002590294],"category_scores_gemma":[0.0009051078,0.00007203384,0.0008046339,0.001595403,0.0002263911,0.0003154404,0.0001258965,0.0003657492,0.0000235359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007850426,"about_ca_system_score_gemma":0.00005832884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007962199,"about_ca_topic_score_gemma":0.000001581785,"domain_scores_codex":[0.9978219,0.000206063,0.0009542772,0.0001671284,0.0005808398,0.0002697659],"domain_scores_gemma":[0.997396,0.0004729429,0.0009169144,0.0003377078,0.0006806996,0.0001957433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001174443,0.002182423,0.008335629,0.00007728873,0.00160777,0.00000372795,0.004259747,0.002356885,0.8668328,0.0693664,0.02355384,0.02130608],"study_design_scores_gemma":[0.001630971,0.0008807863,0.8835811,0.0001379475,0.004116032,0.0001047662,0.002620848,0.007722675,0.03811568,0.003077809,0.05725114,0.0007602274],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8485913,0.0001458215,0.08516511,0.01058387,0.0003761477,0.0003084708,0.00001992287,0.00005961035,0.05474979],"genre_scores_gemma":[0.9566134,0.00001409942,0.04249571,0.0003488299,0.0002187971,0.000001546352,0.000002333263,0.00001540122,0.0002899461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8752455,"threshold_uncertainty_score":0.2937455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01540525636176432,"score_gpt":0.2611856745061517,"score_spread":0.2457804181443874,"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."}}