{"id":"W4206102146","doi":"10.3934/environsci.2021039","title":"Management of radioactive waste from application of radioactive materials and small reactors in non-nuclear industries in Canada and the implications for their new application in the future","year":2021,"lang":"en","type":"article","venue":"AIMS environmental science","topic":"Nuclear and radioactivity studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Laboratories","funders":"","keywords":"Radioactive waste; Waste management; Radionuclide; Nuclear fuel; Environmental science; Spent nuclear fuel; Nuclear weapon; Engineering; Nuclear engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002529091,0.0004992794,0.0004727868,0.002561399,0.005504861,0.005087601,0.003112695,0.001351273,0.003973138],"category_scores_gemma":[0.002228614,0.0003019961,0.0007015259,0.005463989,0.003005491,0.001498336,0.001385553,0.00134271,0.0004459603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09356762,"about_ca_system_score_gemma":0.2128529,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9896064,"about_ca_topic_score_gemma":0.9939418,"domain_scores_codex":[0.9969355,0.0002047491,0.0001127575,0.0001735467,0.001630695,0.000942723],"domain_scores_gemma":[0.9933158,0.0001996611,0.0005220295,0.00006182159,0.004936133,0.000964593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000716516,0.0007331329,0.28284,0.003781488,0.000173592,0.004328879,0.009172289,0.01006665,0.02132409,0.0362995,0.06630038,0.5642634],"study_design_scores_gemma":[0.00006986866,0.0005206233,0.4492547,0.002916517,0.0002082719,0.001818897,0.0589538,0.009781919,0.01423142,0.008904547,0.4528717,0.0004678182],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6494413,0.08197176,0.0139619,0.1526631,0.001152963,0.0008845697,0.007095459,0.0005746017,0.09225432],"genre_scores_gemma":[0.8448939,0.05858982,0.0227113,0.01067435,0.0001297884,0.0001764416,0.002617949,0.0001305767,0.06007584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09356762,"threshold_uncertainty_score":0.6788838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004663220782607651,"score_gpt":0.1713531342952781,"score_spread":0.1666899135126705,"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."}}