{"id":"W1968909601","doi":"10.1103/physreva.78.023825","title":"Light trapping and absorption optimization in certain thin-film photonic crystal architectures","year":2008,"lang":"en","type":"article","venue":"Physical Review A","topic":"Photonic Crystals and Applications","field":"Physics and Astronomy","cited_by":184,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Physics; Photonic crystal; Optics; Absorption (acoustics); Refraction; Condensed matter physics; Thin film; Negative refraction; Trapping; Optoelectronics; Molecular physics; Refractive index","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":[0.00008618973,0.0002408906,0.0001127097,0.0002112121,0.0002362081,0.0003737543,0.0002334232,0.0001907286,0.000583828],"category_scores_gemma":[0.0001940072,0.0001713503,0.000116087,0.0001791921,0.0002099295,0.0002241732,0.0002065991,0.0002819803,0.0001205547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002737979,"about_ca_system_score_gemma":0.0002061788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000755086,"about_ca_topic_score_gemma":0.001308944,"domain_scores_codex":[0.9999335,0.000005421557,0.000003502731,0.00001198633,0.00002661759,0.00001904913],"domain_scores_gemma":[0.9998907,0.00002698339,0.0000384697,0.00001199239,0.00002040137,0.00001145875],"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":[0.00003488353,0.00003002792,0.0003190034,0.00004712154,0.000005132225,0.00005306177,0.00002945842,0.004195795,0.9913748,0.0007949288,0.00005275635,0.003063072],"study_design_scores_gemma":[0.0000190527,0.0001811689,0.0009274657,0.000004108341,0.000009946289,0.0000797949,0.00002461232,0.03998866,0.9576431,0.0002035265,0.0009104698,0.000008086383],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934848,0.0001036985,0.003952259,0.00002733169,0.000005023649,0.00000787417,0.00002482691,0.00008097588,0.002313272],"genre_scores_gemma":[0.9910504,0.0001435304,0.008142281,0.000009033201,0.000002250725,0.00002070665,0.00004182682,0.00002137018,0.0005686066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000755086,"threshold_uncertainty_score":0.001986504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01334066264721522,"score_gpt":0.2701363778720121,"score_spread":0.2567957152247969,"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."}}