{"id":"W2391359760","doi":"","title":"Emission characteristic of mercury from fly ash during thermal treatment","year":2010,"lang":"en","type":"article","venue":"Huagong jinzhan","topic":"Mercury impact and mitigation studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mercury (programming language); Calcination; Fly ash; Elemental mercury; Petrochemical; Environmental chemistry; Thermal power station; Chemistry; Mineralogy; Materials science; Environmental science; Waste management; Environmental engineering; Adsorption; Composite material; Catalysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006043299,0.0001330566,0.0001696378,0.00002053686,0.000128612,0.00001379988,0.0001062451,0.00005458112,0.005381009],"category_scores_gemma":[0.00002677555,0.0001016065,0.00006073364,0.00006816578,0.0001178226,0.0001222497,0.00007595266,0.00008209328,0.0002832551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004010035,"about_ca_system_score_gemma":0.000007431221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004135332,"about_ca_topic_score_gemma":0.0000868662,"domain_scores_codex":[0.9992322,0.00002451328,0.0001869749,0.0001920491,0.0001767364,0.0001874692],"domain_scores_gemma":[0.9995185,0.00003595953,0.00009652875,0.0002344191,0.00000552654,0.0001090383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0000167622,0.00005695152,0.0826325,0.000003327715,0.00001627213,0.000003711449,0.001511192,0.000004753595,0.9058017,0.00000425775,0.0000987214,0.00984989],"study_design_scores_gemma":[0.000261103,0.00003830196,0.7027127,0.0000104638,0.00002041876,0.000002072349,0.0001274301,0.00002579408,0.2949417,0.00003083898,0.001731239,0.00009796582],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931426,0.00002490326,0.000006510049,0.0001009775,0.0002366848,0.0001109433,0.00003039731,0.00003243157,0.006314531],"genre_scores_gemma":[0.9982604,0.00002154291,0.0001404011,0.00002692309,0.000106662,0.00001161802,0.00001897584,0.00001170436,0.001401752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6200802,"threshold_uncertainty_score":0.9955282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01168352089324734,"score_gpt":0.2424888740684819,"score_spread":0.2308053531752346,"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."}}