{"id":"W2061500186","doi":"10.1103/physreve.74.046611","title":"Nonlinear Bloch waves in resonantly doped photonic crystals","year":2006,"lang":"en","type":"article","venue":"Physical Review E","topic":"Photonic Crystals and Applications","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Photonic crystal; Bloch wave; Physics; Photonics; Nonlinear system; Condensed matter physics; Band gap; Dielectric; Nonlinear optics; Quantum dot; Optics; Optoelectronics; Materials science; Quantum mechanics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001276122,0.0001760457,0.0004050362,0.00002325891,0.00005890967,0.00002556542,0.0001959311,0.00001420425,0.0003367194],"category_scores_gemma":[0.000005689267,0.0001462312,0.0001925781,0.0003439545,0.00003859069,0.00007346255,0.00005937832,0.0001707461,0.000154064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002279011,"about_ca_system_score_gemma":0.00005556937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004319295,"about_ca_topic_score_gemma":0.00002701086,"domain_scores_codex":[0.998862,0.00003848914,0.0003302439,0.0003064745,0.00016155,0.0003012216],"domain_scores_gemma":[0.9993634,0.00007610275,0.0001009275,0.0003619083,0.0000346343,0.00006303389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004128402,0.01047789,0.005459707,0.002043756,0.0001498315,0.00002198859,0.000271588,0.000225014,0.3337519,0.5357351,0.0231715,0.08865046],"study_design_scores_gemma":[0.001382527,0.00007900699,0.00377146,0.002300734,0.0001563108,0.000002449867,0.00005644752,0.00699026,0.04264807,0.1473185,0.7942702,0.001023956],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9484732,0.007009142,0.0001238944,0.0007842901,0.00002493536,0.0008574598,0.0001203552,0.00004344954,0.04256325],"genre_scores_gemma":[0.9980993,0.0005484892,0.0002334422,0.0001503057,0.0003203814,0.0002282863,0.00009371577,0.00001973694,0.0003063244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7710987,"threshold_uncertainty_score":0.5963137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01251394552621938,"score_gpt":0.2994981227944263,"score_spread":0.2869841772682069,"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."}}