{"id":"W4387270693","doi":"10.36487/acg_repo/2315_066","title":"Radium-226 treatment 20 years post uranium mine closure","year":2023,"lang":"en","type":"article","venue":"Mine closure","topic":"Radioactive element chemistry and processing","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Minnow Environmental (Canada); BHP (Canada)","funders":"","keywords":"Radium; Uranium; Closure (psychology); Radiochemistry; Environmental science; Nuclear engineering; Materials science; Engineering; Chemistry; Metallurgy; Political science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001339888,0.0003907264,0.0003744067,0.00007281952,0.0001723919,0.00007604247,0.000292236,0.0002542131,0.002134328],"category_scores_gemma":[0.00005751157,0.0003708775,0.0002362182,0.0004434733,0.00008305442,0.0001407028,0.00005552898,0.0002521139,0.0003195076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001669228,"about_ca_system_score_gemma":0.0001045736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005340419,"about_ca_topic_score_gemma":0.00003196632,"domain_scores_codex":[0.9981182,0.00002265344,0.0003576403,0.0005750553,0.0003436894,0.0005827807],"domain_scores_gemma":[0.9989693,0.0001102353,0.0001394939,0.0005159336,0.00007260724,0.0001923933],"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":[0.0002990917,0.0003688169,0.1057865,0.0004052166,0.0005448122,0.0006546918,0.00095713,0.00006706979,0.8426199,0.00002008211,0.04318415,0.005092599],"study_design_scores_gemma":[0.002636738,0.0001726877,0.01011053,0.0001078169,0.0001974861,0.00008297298,0.0006299584,0.00009758114,0.6174049,0.00005428537,0.367872,0.0006330263],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9676981,0.0009046337,0.00000213968,0.00149632,0.000158152,0.00009338613,0.0002850351,0.0003459225,0.0290163],"genre_scores_gemma":[0.9248723,0.0001261144,0.0001286227,0.0001036616,0.001150332,0.00005238743,0.001340897,0.00007639403,0.07214923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3246878,"threshold_uncertainty_score":0.9998743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01662275759669829,"score_gpt":0.2578327058302313,"score_spread":0.241209948233533,"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."}}