{"id":"W2922087629","doi":"10.1016/j.envint.2019.02.070","title":"Iodine speciation in a silver-amended cementitious system","year":2019,"lang":"en","type":"article","venue":"Environment International","topic":"Radioactive element chemistry and processing","field":"Chemistry","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Light Source (Canada)","funders":"Nuclear Energy University Program; University of Georgia Research Foundation; Savannah River National Laboratory; Laboratory Directed Research and Development; University of Georgia","keywords":"Genetic algorithm; Cementitious; Environmental chemistry; Environmental science; Waste management; Chemistry; Cement; Materials science; Metallurgy; Ecology; Biology; Engineering","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":[0.00008529305,0.0001332571,0.0001142158,0.0003015616,0.000214534,0.0003419652,0.000210713,0.0002193596,0.0009391095],"category_scores_gemma":[0.0001497414,0.0001130365,0.00009138003,0.0001830174,0.0001723341,0.0001238146,0.0001267767,0.0001836672,0.0001580074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003647983,"about_ca_system_score_gemma":0.0002868814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01059021,"about_ca_topic_score_gemma":0.01547153,"domain_scores_codex":[0.9999161,0.000009605516,0.00000545368,0.00002474781,0.00002518456,0.00001887316],"domain_scores_gemma":[0.9999572,0.000006926819,0.000009127302,0.000003486264,0.00001417346,0.000009066591],"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":[0.0001643349,0.00001110207,0.00163244,0.00001646609,0.000004939588,0.00006864819,0.00003022467,0.0003468509,0.9969146,0.00005063393,0.00002417826,0.0007354324],"study_design_scores_gemma":[0.0000266021,0.0003507544,0.04376946,0.000008491701,0.00003951541,0.0001501875,0.0002579743,0.006994512,0.9466627,0.0001012699,0.001623595,0.00001490701],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998921,0.00004994449,0.000253133,0.000008296011,0.000002555245,0.000004381642,0.00009926522,0.00001996249,0.0006415383],"genre_scores_gemma":[0.9989191,0.00003618652,0.0003374671,0.000006561146,7.956188e-7,0.000002525454,0.0001409876,0.000004653139,0.0005517207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01059021,"threshold_uncertainty_score":0.02105719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005175949045854132,"score_gpt":0.1942451822309066,"score_spread":0.1890692331850524,"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."}}