{"id":"W2028691606","doi":"10.1016/j.desal.2013.05.004","title":"Radioactive decontamination of water","year":2013,"lang":"en","type":"article","venue":"Desalination","topic":"Radioactive contamination and transfer","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Areva","keywords":"Human decontamination; Waste management; Environmental science; Radiochemistry; Chemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001357623,0.00006516908,0.0000735805,0.00004950771,0.00003957815,0.00001242905,0.00007052971,0.00004317108,0.005483716],"category_scores_gemma":[0.00001771565,0.00005021333,0.00003304447,0.00008925464,0.00006435601,0.0005595635,0.00001331344,0.00004241674,0.0009147443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001067161,"about_ca_system_score_gemma":0.000002171919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001871272,"about_ca_topic_score_gemma":0.00002537487,"domain_scores_codex":[0.9993923,0.00004583925,0.0001457384,0.0001299387,0.0001806498,0.0001054867],"domain_scores_gemma":[0.9997764,0.00002724654,0.00003391536,0.00008656006,0.00004114498,0.00003474903],"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":[0.0000201703,0.0002906734,0.05647039,0.00001556412,0.00004043304,0.00000137714,0.003975543,0.0003554383,0.6220446,0.007990085,0.001382144,0.3074135],"study_design_scores_gemma":[0.0003850906,0.00004761202,0.5879315,0.000003101067,0.000009206821,0.000001866707,0.0000890871,0.003372066,0.4050049,0.001617674,0.001442341,0.00009562285],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9303905,0.000003827077,0.0295636,0.0003712962,0.00007437593,0.0002712958,0.000001307226,0.00002353983,0.03930024],"genre_scores_gemma":[0.9980108,0.000003153574,0.0008586679,0.00007412577,0.00001105318,0.00004016532,0.00001980772,0.000007137003,0.000975082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5314611,"threshold_uncertainty_score":0.9998631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004480881830322442,"score_gpt":0.1915757748670442,"score_spread":0.1870948930367217,"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."}}