{"id":"W1999107057","doi":"10.1021/es071724e","title":"Laboratory Tests on Mercury Emission Monitoring with Resonating Gold-coated Silicon Cantilevers","year":2008,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Diamond and Carbon-based Materials Research","field":"Materials Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Mercury (programming language); Cantilever; Environmental chemistry; Silicon; Environmental science; Nanotechnology; Materials science; Optoelectronics; Chemistry; Composite material; Computer science","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":[0.0008519873,0.0006315699,0.0003254824,0.0002738068,0.0002835317,0.000248151,0.0008649757,0.0007508575,0.0009199314],"category_scores_gemma":[0.001997277,0.0002698337,0.0003590877,0.0002674318,0.0004094365,0.0003212527,0.0004954391,0.0003838985,0.0003865617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001951547,"about_ca_system_score_gemma":0.0001727576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006401919,"about_ca_topic_score_gemma":0.0005642962,"domain_scores_codex":[0.9989281,0.000302384,0.0000636649,0.0002488589,0.0003452499,0.0001116553],"domain_scores_gemma":[0.9987447,0.0006194868,0.00016557,0.0001191701,0.0002903802,0.00006056155],"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":[0.0001534472,0.00008619624,0.001256553,0.00006973698,0.00001549645,0.00007839513,0.0000776312,0.000172254,0.9958126,0.000027526,0.0000424063,0.00220764],"study_design_scores_gemma":[0.00002052238,0.003118792,0.003016267,0.000008894309,0.00004337918,0.0002206993,0.00006740584,0.00138724,0.9916271,0.00003470841,0.0004420665,0.00001283064],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844816,0.0004223686,0.01402212,0.00008995147,0.00004361691,0.00008228827,0.000106462,0.000268136,0.0004835543],"genre_scores_gemma":[0.9714671,0.0005475229,0.02629193,0.0001292758,0.00003283944,0.0001637645,0.0003236263,0.00003166739,0.001012177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009199314,"threshold_uncertainty_score":0.004505813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01001601527060842,"score_gpt":0.2394966222026401,"score_spread":0.2294806069320317,"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."}}