{"id":"W1498724494","doi":"10.1002/9781119506003.ch9","title":"Properties and Applications of Photonic Crystals","year":2019,"lang":"en","type":"other","venue":"","topic":"Photonic Crystals and Applications","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Photonic crystal; Photonics; Miniaturization; Nanotechnology; Photonic metamaterial; Variety (cybernetics); Optoelectronics; Materials science; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002522938,0.0001295669,0.0002241297,0.00005690699,0.00002050214,0.00001351856,0.000112719,0.00005139069,0.003649685],"category_scores_gemma":[2.492201e-7,0.000102969,0.0000510514,0.00006693384,0.00006780246,0.00001331876,0.00005517705,0.0000627319,0.00007439207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003695967,"about_ca_system_score_gemma":0.00005290376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006970458,"about_ca_topic_score_gemma":0.00001120156,"domain_scores_codex":[0.9994883,0.000005406291,0.0001410712,0.0001977816,0.00006628453,0.0001011729],"domain_scores_gemma":[0.9994527,0.000009362221,0.0001386081,0.0003494247,0.00001704706,0.0000328418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005124723,0.0004216362,0.0007368416,0.0006725961,0.0004773036,6.841417e-8,0.0001395842,0.000004390273,0.02881111,0.4206033,0.5242192,0.0239089],"study_design_scores_gemma":[0.0001258774,0.000006769203,0.000007124674,0.00005388687,0.00002791246,1.752852e-7,0.0001341188,0.00002557285,0.002211613,0.0008930669,0.9963804,0.0001334785],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001392629,0.0006534451,0.003430278,0.00002251126,0.00001259637,0.0009230494,0.0002130923,0.00004224698,0.9945635],"genre_scores_gemma":[0.1403763,0.00004636201,0.0002526671,0.0000112079,0.00009850709,0.0004157819,0.00004084647,0.0001239561,0.8586344],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4721613,"threshold_uncertainty_score":0.9972611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01277493782850677,"score_gpt":0.2293953249562904,"score_spread":0.2166203871277837,"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."}}