{"id":"W2010233281","doi":"10.1364/josaa.22.000278","title":"Analysis of diffraction gratings by using an edge element method","year":2005,"lang":"en","type":"article","venue":"Journal of the Optical Society of America A","topic":"Optical Coatings and Gratings","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais; Concordia University","funders":"","keywords":"Grating; Polarization (electrochemistry); Finite element method; Optics; Electric field; Diffraction; Plane wave; Diffraction grating; Numerical analysis; Perpendicular; Physics; Mathematical analysis; Mathematics; Geometry","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":[0.0003782776,0.0004000464,0.0004527304,0.0004242601,0.0001697924,0.0003791848,0.0007524148,0.0008571033,0.001692867],"category_scores_gemma":[0.0006055875,0.0002844095,0.0004574216,0.0003137385,0.0003873053,0.0005797131,0.0003869381,0.0004899907,0.0003704178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000291693,"about_ca_system_score_gemma":0.0003775397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001153553,"about_ca_topic_score_gemma":0.0011233,"domain_scores_codex":[0.9998117,0.00003465863,0.00001156834,0.00001788793,0.0001094241,0.00001477556],"domain_scores_gemma":[0.9997668,0.0001112186,0.00001703523,0.00002579192,0.00006928101,0.000009971922],"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":[0.00007066333,0.00009492844,0.001136913,0.0002192977,0.00005358155,0.0001769775,0.0001498763,0.8229622,0.06303079,0.04745621,0.001200569,0.063448],"study_design_scores_gemma":[0.000003623403,0.000006262901,0.00008113709,0.000003779735,0.000001414163,0.0000224279,0.000005743402,0.9950916,0.002644483,0.00135525,0.0007810312,0.000003177651],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0110625,0.00008615933,0.9867051,0.00003780986,0.00001973688,0.00001914056,0.00003293594,0.0001475131,0.001888978],"genre_scores_gemma":[0.2323506,0.0003023169,0.7624143,0.00006709443,0.0000284402,0.0001155405,0.0001626178,0.0001217419,0.004437442],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001692867,"threshold_uncertainty_score":0.005663157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01936609460654631,"score_gpt":0.3200566368412513,"score_spread":0.300690542234705,"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."}}