{"id":"W4379141449","doi":"10.3390/mi14061191","title":"Au-TiO2-Coated Spectroscopy-Based Human Teeth Disorder Detection Sensor: Design and Quantitative Analysis","year":2023,"lang":"en","type":"article","venue":"Micromachines","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Umm Al-Qura University","keywords":"Materials science; Enamel paint; Cementum; Analyte; Human tooth; Spectroscopy; Optoelectronics; Chemistry; Composite material; Chromatography; Dentin","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001437111,0.0001823873,0.0002260981,0.0003346129,0.0001695677,0.0000455687,0.0000651209,0.00006483497,0.00001964487],"category_scores_gemma":[0.00001329643,0.0001696045,0.00008105287,0.001044668,0.00005277722,0.00005940686,0.00001935538,0.000123335,0.00002500479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005301283,"about_ca_system_score_gemma":0.000009214632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001736784,"about_ca_topic_score_gemma":0.0006905997,"domain_scores_codex":[0.9992464,0.00004109285,0.0001745846,0.0002043715,0.0000838526,0.0002496814],"domain_scores_gemma":[0.9996566,0.00008692311,0.00002819636,0.0001507904,0.00002377832,0.00005373476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000140201,0.00001593755,0.003048941,0.00004010097,0.0002415675,0.000007599219,0.0005220892,0.06472587,0.93115,0.00001739288,0.00005358322,0.0001628719],"study_design_scores_gemma":[0.0004157401,0.0001026899,0.02594646,0.00001076312,0.0002654,0.000003166266,0.0001608348,0.8468086,0.1254126,0.0002016494,0.0003641548,0.0003079849],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9030038,0.0001248764,0.09593505,0.00002463271,0.00007446033,0.0001383407,0.00003081273,0.0005368924,0.0001312033],"genre_scores_gemma":[0.9964964,0.00002439758,0.003223236,0.000009707294,0.0000200266,0.00001462129,0.00007134318,0.00003367908,0.000106569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8057375,"threshold_uncertainty_score":0.6916271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01466452608437178,"score_gpt":0.2554221340242905,"score_spread":0.2407576079399188,"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."}}