{"id":"W2390849225","doi":"","title":"Effect of Various Fly Ash Compositions on Mercury Speciation Transformation","year":2010,"lang":"en","type":"article","venue":"Proceedings of the CSEE","topic":"Mercury impact and mitigation studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fly ash; Mercury (programming language); Environmental chemistry; Chemistry; Particle size; Metallurgy; Environmental science; Mineralogy; Materials science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002518854,0.0004659191,0.0002144133,0.0003590947,0.000268023,0.0003386295,0.0002122321,0.0002890495,0.001415104],"category_scores_gemma":[0.000646621,0.0002293363,0.0002042242,0.0003219269,0.000191838,0.0003164637,0.0002147953,0.0002631876,0.0001832311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002665904,"about_ca_system_score_gemma":0.000274815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003416409,"about_ca_topic_score_gemma":0.0073584,"domain_scores_codex":[0.9997416,0.00004796912,0.00003700261,0.0000535025,0.00007321117,0.00004677202],"domain_scores_gemma":[0.9997234,0.00009368039,0.0000508911,0.0000204676,0.00006692317,0.0000445591],"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":[0.0006271015,0.00007783777,0.002423783,0.0001347296,0.00003984572,0.0001069503,0.00009437091,0.00042644,0.9916414,0.00003067681,0.00005615027,0.004340677],"study_design_scores_gemma":[0.00001484792,0.0003497534,0.006313383,0.000004980019,0.0000490301,0.0000341737,0.00006585236,0.0003319503,0.9921787,0.00001360857,0.0006355437,0.000008092161],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986007,0.0003168133,0.0002352478,0.00002056876,0.00001169148,0.00001777116,0.0001621608,0.00002884952,0.0006063291],"genre_scores_gemma":[0.9973278,0.0005430449,0.0009822457,0.00005607219,0.000006492653,0.00001840548,0.000195201,0.00001608118,0.0008546319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003416409,"threshold_uncertainty_score":0.006793082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005145094871494972,"score_gpt":0.2335459722460314,"score_spread":0.2284008773745364,"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."}}