{"id":"W2256441842","doi":"10.1021/ef049738i","title":"Speciation of Arsenic in Feed Coals and Their Ash Byproducts from Canadian Power Plants Burning Sub-bituminous and Bituminous Coals","year":2005,"lang":"en","type":"article","venue":"Energy & Fuels","topic":"Coal and Its By-products","field":"Earth and Planetary Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Arsenic; Arsenate; Sulfur; Chemistry; Bituminous coal; Environmental chemistry; Pyrite; Coal; Asphalt; Mineralogy; Materials science; Organic chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002467477,0.0001997719,0.0003186646,0.0002244182,0.00010638,0.00005475562,0.0001302824,0.00009671156,0.0003172663],"category_scores_gemma":[0.00007574012,0.0001670155,0.00002311521,0.0001945527,0.00008519249,0.0002531231,0.00001894935,0.0001144144,0.00002303652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001417429,"about_ca_system_score_gemma":0.0001461117,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2109055,"about_ca_topic_score_gemma":0.6267692,"domain_scores_codex":[0.9986122,0.00007787676,0.0003087811,0.0004381281,0.0001655202,0.0003974534],"domain_scores_gemma":[0.9992707,0.0001299917,0.0001229391,0.0002095377,0.00004135679,0.0002254473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001688263,0.00007121727,0.5228549,0.00003784699,0.00009635353,0.0001041029,0.006009172,0.0008749036,0.08955855,0.0001547184,0.001281838,0.3787876],"study_design_scores_gemma":[0.0004562249,0.0001095184,0.887298,0.00005043576,0.00000914478,0.00002472199,0.0002944013,0.00018126,0.09081887,0.0004500279,0.02002513,0.0002822407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874519,0.008471903,0.000001995796,0.0006922937,0.0002569529,0.00009638097,0.0002262213,0.00001703443,0.002785351],"genre_scores_gemma":[0.998111,0.0006935999,0.00008600816,0.0002455106,0.0003302451,7.556933e-7,0.0002065257,0.000006568944,0.0003197481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4158636,"threshold_uncertainty_score":0.7943491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008295998485830174,"score_gpt":0.168191606396191,"score_spread":0.1598956079103609,"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."}}