{"id":"W2097981061","doi":"","title":"Impact of polydispersity on optical quality of colloidal photonic crystals","year":2004,"lang":"en","type":"article","venue":"Conference on Lasers and Electro-Optics","topic":"Photonic Crystals and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Photonic crystal; Dispersity; Materials science; Particle size; Photonics; Colloid; Colloidal crystal; Optical materials; Quality (philosophy); Optoelectronics; Optics; Physics; Chemistry; Polymer chemistry; 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":[0.0001194039,0.0001704902,0.0003444846,0.00004685371,0.00008128657,0.00002368884,0.0001344738,0.000049488,0.0001108066],"category_scores_gemma":[0.000008167689,0.0001460063,0.0001657007,0.0001334924,0.0001704224,0.00004418755,0.00003052166,0.0001730702,0.000003285766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005011612,"about_ca_system_score_gemma":0.0003039402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003864769,"about_ca_topic_score_gemma":0.0000106078,"domain_scores_codex":[0.9990162,0.00001979618,0.0002863196,0.0002323495,0.0001682127,0.0002770832],"domain_scores_gemma":[0.9992567,0.00007015317,0.0001668654,0.0002725003,0.0001002346,0.0001334994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002081717,0.0007907744,0.002595167,0.00002099803,0.0001256486,4.356651e-7,0.0001425682,0.0003471951,0.4446307,0.5499971,0.00003611556,0.001105109],"study_design_scores_gemma":[0.00475549,0.004577647,0.04597751,0.0001810415,0.0001503094,0.000002490281,0.0008981728,0.001905463,0.8723347,0.06828717,0.00009024543,0.0008397148],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986649,0.000009323823,0.0009466517,0.000135767,0.00001211886,0.0001953285,0.0002118445,0.000009710768,0.0118303],"genre_scores_gemma":[0.9996165,0.0000274175,0.0002018656,0.00001915477,0.00002355507,0.000009616068,0.00002857246,0.000009161981,0.00006412746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4817099,"threshold_uncertainty_score":0.5953964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02466601455858916,"score_gpt":0.3135053728084068,"score_spread":0.2888393582498176,"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."}}