{"id":"W2383693676","doi":"","title":"Experimental Research and Microscopic Mechanism Analysis on Simultaneous Mercury Removal by Novel Integrated Semi-dry Desulfurization Systems","year":2009,"lang":"en","type":"article","venue":"Journal of Power Engineering","topic":"Mercury impact and mitigation studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flue-gas desulfurization; Mercury (programming language); Lime; Flue gas; Electrostatic precipitator; Fly ash; Coal; Chemistry; Porosity; Boiler (water heating); Waste management; Scanning electron microscope; Hydrate; Chemical engineering; Mineralogy; Metallurgy; Materials science; Composite material","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":[],"consensus_categories":[],"category_scores_codex":[0.0004297092,0.0001236195,0.0002257275,0.0002151161,0.00008545502,0.0000648654,0.0001021889,0.00005638033,0.00005864917],"category_scores_gemma":[0.0001143713,0.0001025544,0.00004871447,0.0005291784,0.00002860186,0.0001689154,0.00002771108,0.0002265201,0.000006887626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002766801,"about_ca_system_score_gemma":0.000007430769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002278112,"about_ca_topic_score_gemma":9.204269e-7,"domain_scores_codex":[0.9988974,0.00002740089,0.0003052947,0.0001330062,0.0004269357,0.0002099303],"domain_scores_gemma":[0.9995324,0.0001024208,0.0001049697,0.00009032706,0.00004471116,0.0001251976],"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":[0.00002039107,0.0000759394,0.0002052135,0.000002859982,0.00008411294,0.00002472562,0.000638084,0.0299399,0.9685085,0.00007489448,0.0003171215,0.0001082627],"study_design_scores_gemma":[0.002085554,0.002996256,0.006042973,0.0003690144,0.0002648435,0.0003881144,0.004037373,0.1295004,0.84666,0.00006788644,0.006793857,0.0007937601],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710649,0.0005963984,0.02780558,0.00007988506,0.0001758021,0.00008383309,0.000006847968,0.00001425126,0.0001725174],"genre_scores_gemma":[0.9985117,0.00004138962,0.00113996,0.00003313864,0.00002993562,9.24322e-7,0.000002842499,0.00000913904,0.0002309699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1218485,"threshold_uncertainty_score":0.4182049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01549831285788458,"score_gpt":0.284687031930751,"score_spread":0.2691887190728665,"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."}}