{"id":"W4210572735","doi":"10.1016/j.matchemphys.2022.125772","title":"Detection of water concentration in ethanol solution using a ternary photonic crystal-based sensor","year":2022,"lang":"en","type":"article","venue":"Materials Chemistry and Physics","topic":"Photonic Crystals and Applications","field":"Physics and Astronomy","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Arab Fund for Economic and Social Development","keywords":"Ternary operation; Materials science; Refractive index; Photonic crystal; Dielectric; Layer (electronics); Optoelectronics; Ethanol; Photonics; Semiconductor; Crystal (programming language); Analytical Chemistry (journal); Optics; Chemistry; Nanotechnology; Chromatography; Organic chemistry","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":[0.0003479789,0.0002834998,0.000410522,0.0004334403,0.000348692,0.0005420129,0.0008654523,0.0007163938,0.0006912404],"category_scores_gemma":[0.0004990596,0.0002474194,0.0002111162,0.0003988181,0.000412688,0.0007553293,0.0005678638,0.000413546,0.0002617228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006056022,"about_ca_system_score_gemma":0.0004413194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009511227,"about_ca_topic_score_gemma":0.001434927,"domain_scores_codex":[0.999606,0.00005281022,0.000028801,0.0001108848,0.0001461477,0.00005545786],"domain_scores_gemma":[0.9997503,0.00005659194,0.00004653102,0.00001917919,0.0001009732,0.00002652057],"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":[0.00008940501,0.00003992503,0.0004615971,0.00006399227,0.000008301169,0.00004250569,0.00002153315,0.0001598687,0.9931567,0.0003059093,0.0001372446,0.005513029],"study_design_scores_gemma":[0.00000596798,0.0000527147,0.000307616,0.000002102063,0.00001102048,0.00005893118,0.00001439748,0.005660745,0.9933781,0.00003010458,0.0004717044,0.000006629207],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.938334,0.001268097,0.05455612,0.0003743917,0.0002204098,0.00008641196,0.0002572868,0.0005022918,0.004400958],"genre_scores_gemma":[0.97236,0.0003104156,0.02511276,0.0001125031,0.00002828816,0.00003785887,0.0001086767,0.00001385319,0.001915614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009511227,"threshold_uncertainty_score":0.004393935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0112220953929986,"score_gpt":0.2299830572034721,"score_spread":0.2187609618104735,"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."}}