{"id":"W4221001012","doi":"10.1016/j.cjph.2022.03.032","title":"Design of a nano-sensor for cancer cell detection based on a ternary photonic crystal with high sensitivity and low detection limit","year":2022,"lang":"en","type":"article","venue":"Chinese Journal of Physics","topic":"Photonic Crystals and Applications","field":"Physics and Astronomy","cited_by":67,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Najran University","keywords":"Photonic crystal; Ternary operation; Materials science; Detection limit; Sensitivity (control systems); Transfer-matrix method (optics); Limit (mathematics); Optoelectronics; Photonics; Layer (electronics); Detector; Optics; Nanotechnology; Computer science; Electronic engineering; Chemistry; Physics; Mathematics","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":[0.0001775697,0.0001420563,0.0002419746,0.00003634273,0.0001987362,0.00001632902,0.00005726744,0.00001547273,0.00002282782],"category_scores_gemma":[0.000002326322,0.0001085916,0.0001088202,0.0001545582,0.00002958821,0.0001017409,0.00002095506,0.0001748545,9.328166e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007968025,"about_ca_system_score_gemma":0.0001208857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001750101,"about_ca_topic_score_gemma":0.00001935868,"domain_scores_codex":[0.9992902,0.00006382365,0.0002047623,0.0001359314,0.0001838131,0.0001214563],"domain_scores_gemma":[0.9990743,0.0001798829,0.0004498328,0.0001213759,0.0001235713,0.00005106214],"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":[0.0005852557,0.000418629,0.0004495253,0.00003326503,0.00005308707,0.00000135573,0.0001263748,0.1111996,0.8817774,0.00001956657,0.000005466366,0.005330453],"study_design_scores_gemma":[0.002498017,0.001395452,0.001330051,0.00005169605,0.000129776,0.00001365239,0.0002570087,0.2205389,0.7720827,0.001410965,0.0000811706,0.0002106533],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7615455,0.00001920205,0.2379661,0.00002120421,0.00006421158,0.0002571604,0.0001022648,0.0000043953,0.00001992574],"genre_scores_gemma":[0.9989446,0.000003873364,0.000705453,0.00002101692,0.000204844,0.00008052251,0.000004755223,0.00002220664,0.00001271246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2373991,"threshold_uncertainty_score":0.4428239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007504239015200755,"score_gpt":0.2224611988271673,"score_spread":0.2149569598119666,"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."}}