{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002117264,0.0002808015,0.0002708797,0.0001201871,0.0001499623,0.0002479994,0.0004967069,0.0005467727,0.0005022295],"category_scores_gemma":[0.0002482131,0.000194784,0.000283274,0.0001725749,0.000225813,0.0003110565,0.0001127332,0.0001365583,0.00015613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007329719,"about_ca_system_score_gemma":0.00047014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002783698,"about_ca_topic_score_gemma":0.002938382,"domain_scores_codex":[0.9998251,0.00001887188,0.00000492892,0.00004287049,0.00009541805,0.00001287883],"domain_scores_gemma":[0.9998935,0.00002113961,0.00001613304,0.000009400832,0.00005375748,0.000006097992],"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":[0.0001153561,0.00004651584,0.0007755664,0.0001878606,0.00002774638,0.0001136306,0.00005608158,0.05911748,0.9305791,0.0009708306,0.0002804191,0.007729304],"study_design_scores_gemma":[0.00001218187,0.0002897153,0.001640427,0.000005502924,0.00002416251,0.0001004176,0.0000274256,0.5697429,0.4265429,0.0001491149,0.001440569,0.00002455678],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8034217,0.001063292,0.1882076,0.0002442199,0.00007721318,0.0001436679,0.0002712042,0.0006068736,0.005964325],"genre_scores_gemma":[0.9401043,0.0002770111,0.05646077,0.00003492622,0.000006565435,0.00007057902,0.00009912362,0.00001776858,0.002928967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002783698,"threshold_uncertainty_score":0.005535007,"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."}}