{"id":"W2052231982","doi":"10.1117/12.648519","title":"Numerical band calculation of holographically formed periodic structures with irregular motif","year":2006,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Photonic Crystals and Applications","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Holography; Template; Photoresist; Optics; Photonic crystal; Plane wave expansion; Lithography; Materials science; Photonics; Dielectric; Numerical analysis; Interference (communication); Optoelectronics; Physics; Computer science; Mathematics; Mathematical analysis; Nanotechnology","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":[0.000311257,0.0002202417,0.0002769515,0.000443943,0.000330839,0.000479605,0.0004918327,0.0006505192,0.001625102],"category_scores_gemma":[0.001294091,0.0002365101,0.0002183913,0.0003153653,0.0004050081,0.0004305602,0.0002382571,0.0002982498,0.0002258768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006931954,"about_ca_system_score_gemma":0.000640094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002436866,"about_ca_topic_score_gemma":0.002807924,"domain_scores_codex":[0.9999337,0.00001217891,0.000002956538,0.000005944991,0.00003476469,0.00001039322],"domain_scores_gemma":[0.9996423,0.0001926353,0.0000323055,0.00004376936,0.00007052637,0.00001849931],"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":[0.00003328118,0.0000323883,0.0005890807,0.00004813965,0.000008945703,0.00006104707,0.00006084435,0.9691519,0.008039544,0.01407542,0.0002816222,0.007617856],"study_design_scores_gemma":[0.000003391779,0.000003727329,0.00005438368,0.000001379258,6.539379e-7,0.000004746164,0.000005132077,0.998108,0.0009446201,0.0007237772,0.0001487721,0.00000131967],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5361586,0.0001741303,0.4432971,0.0002069105,0.00005086796,0.00008741106,0.0002356832,0.0006397127,0.01914955],"genre_scores_gemma":[0.8088562,0.00007862777,0.1874638,0.00002935319,0.000006730404,0.0001222226,0.0001775279,0.0001167299,0.003148803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002436866,"threshold_uncertainty_score":0.00543648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0051398429526057,"score_gpt":0.2097663985081103,"score_spread":0.2046265555555046,"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."}}