{"id":"W2094574752","doi":"10.1103/physreve.68.046607","title":"Blueprint for wafer-scale three-dimensional photonic band-gap synthesis by photoelectrochemical etching","year":2003,"lang":"en","type":"article","venue":"Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics","topic":"Photonic Crystals and Applications","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Blueprint; Wafer; Etching (microfabrication); Materials science; Optoelectronics; Wafer-scale integration; Band gap; Photonics; Scale (ratio); Dry etching; Nanotechnology; Engineering physics; Physics; Engineering","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":[0.00009494912,0.0003798098,0.0002180416,0.0004050445,0.0003222647,0.0005107818,0.0004516883,0.0006263314,0.04607508],"category_scores_gemma":[0.0002910857,0.0001785253,0.0002108841,0.0002931947,0.000257093,0.0004447118,0.000452481,0.000913264,0.02951937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002842097,"about_ca_system_score_gemma":0.0002218743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002184165,"about_ca_topic_score_gemma":0.0003874593,"domain_scores_codex":[0.9999019,0.00000966979,0.000005610082,0.00001754933,0.00005421507,0.00001102994],"domain_scores_gemma":[0.9998511,0.00002860684,0.00001103967,0.000056707,0.0000244221,0.00002802604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001482472,0.0002390735,0.000403911,0.0003974676,0.00001743735,0.001009381,0.00008076434,0.00109025,0.3453559,0.07081013,0.1634227,0.4170247],"study_design_scores_gemma":[0.00005969533,0.0001153171,0.001144019,0.00004727869,0.000007948561,0.001364185,0.00002328545,0.004230467,0.1319741,0.0207993,0.8402047,0.00002967876],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05044064,0.01255807,0.52992,0.01570404,0.02186858,0.0005826498,0.003691057,0.02030814,0.3449269],"genre_scores_gemma":[0.1476361,0.008618256,0.2778586,0.004445227,0.001482726,0.000753332,0.002858323,0.002151599,0.5541958],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04607508,"threshold_uncertainty_score":0.1541365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01001865700874925,"score_gpt":0.2966973254194177,"score_spread":0.2866786684106685,"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."}}