{"id":"W2333428907","doi":"10.1364/aio.2015.aim2d.4","title":"Aqueous Lead and Mercury Detection Using Mesoporous Silicate Coated Silicon-on-Insulator Ring Resonators","year":2015,"lang":"en","type":"article","venue":"","topic":"Silicon Nanostructures and Photoluminescence","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Queen's University","funders":"","keywords":"Silicate; Silicon; Mercury (programming language); Aqueous solution; Materials science; Silicon on insulator; Resonator; Lead (geology); Mesoporous material; Nanotechnology; Optoelectronics; Chemical engineering; Chemistry; Computer science; Geology","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":[0.0003214074,0.0004134422,0.000274253,0.0002780503,0.0001902184,0.0002462824,0.0004335191,0.0003639114,0.0008195958],"category_scores_gemma":[0.000338048,0.0004122458,0.0002590016,0.0001491887,0.0002587452,0.0002977892,0.0002679274,0.0002016597,0.0003608423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002783586,"about_ca_system_score_gemma":0.0002052731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009292261,"about_ca_topic_score_gemma":0.002101268,"domain_scores_codex":[0.9996405,0.00004818626,0.00002296782,0.0001142379,0.0001288867,0.00004516715],"domain_scores_gemma":[0.9998264,0.00006639172,0.00003491365,0.0000134874,0.00004088267,0.00001803199],"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":[0.00003051633,0.00000558637,0.00009040086,0.00001844266,0.000003230859,0.00001578845,0.000009580052,0.00004488366,0.9990427,0.00003100426,0.00002098713,0.0006868404],"study_design_scores_gemma":[0.00000568088,0.00008710576,0.0004505155,9.88805e-7,0.000004899603,0.00003339938,0.000009349724,0.0008814624,0.9981956,0.00001526862,0.0003110213,0.000004788706],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722954,0.001310057,0.02275479,0.0001091388,0.00007823706,0.00006751213,0.0002841998,0.0004922522,0.002608314],"genre_scores_gemma":[0.9650777,0.0008190268,0.03063315,0.00006906497,0.00003674532,0.0000363297,0.0002137768,0.00003183975,0.003082456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009292261,"threshold_uncertainty_score":0.002741814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03213614351413462,"score_gpt":0.264822588730669,"score_spread":0.2326864452165344,"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."}}