{"id":"W1997152425","doi":"10.1002/adma.200402082","title":"Enhanced Coupling to Slow Photon Modes in Three‐Dimensional Graded Colloidal Photonic Crystals","year":2005,"lang":"en","type":"article","venue":"Advanced Materials","topic":"Photonic Crystals and Applications","field":"Physics and Astronomy","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; University of Toronto","funders":"","keywords":"Materials science; Photonic crystal; Polystyrene; Colloid; Etching (microfabrication); Coupling (piping); Photonics; Colloidal crystal; Plasma etching; Gradation; Optoelectronics; Optics; Spectral line; Polymer; Nanotechnology; Composite material; Layer (electronics)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002201117,0.0002575143,0.0004109176,0.00008426926,0.0001312181,0.000068188,0.0002123759,0.00005023412,0.001153326],"category_scores_gemma":[0.000009626943,0.0002596678,0.00006857738,0.00022395,0.00003474522,0.00022372,0.00009579258,0.00009138454,0.0001100026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001219741,"about_ca_system_score_gemma":0.00008857191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001686591,"about_ca_topic_score_gemma":0.0001031383,"domain_scores_codex":[0.9983101,0.00001388776,0.000500105,0.0004691979,0.0002292356,0.0004775072],"domain_scores_gemma":[0.9992287,0.00006165475,0.0001435785,0.0003550226,0.0000786154,0.0001324087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007302698,0.0001489976,0.00002696537,0.000008947063,0.00001397813,5.476809e-7,0.00008202369,0.02490678,0.970318,0.003675174,0.00005556083,0.0006899556],"study_design_scores_gemma":[0.0009576536,0.00002943364,0.0002358536,0.00006510974,0.000009590985,6.113177e-7,0.00009653427,0.001006564,0.9890012,0.005812457,0.002474792,0.0003102653],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994818,0.00003705044,0.002625407,0.0001827621,0.000110558,0.0009527179,0.0002101054,0.00006220721,0.00100124],"genre_scores_gemma":[0.9940817,0.000004488044,0.004411986,0.0001583227,0.0001624537,0.0007892065,0.00007406157,0.00003926293,0.0002784727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02390021,"threshold_uncertainty_score":0.9999856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014772919642543,"score_gpt":0.2635679552682778,"score_spread":0.2534202260718523,"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."}}