{"id":"W3036396533","doi":"","title":"CHARACTERISTIC WASTE STREAMS FROM SMALL MODULAR REACTORS CONSIDERED FOR DEPLOYMENT IN CANADA","year":2020,"lang":"en","type":"article","venue":"CNL Nuclear Review","topic":"Nuclear and radioactivity studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"STREAMS; Software deployment; Modular design; Waste management; Environmental science; Process engineering; Business; Engineering; Computer science; Software engineering; Operating system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004591658,0.0001753417,0.0004844921,0.00001404135,0.00003419425,0.00001307893,0.000117869,0.00002909686,0.0001026083],"category_scores_gemma":[0.00008051607,0.0001658748,0.00009392702,0.00008926929,0.00001342803,0.00004537117,0.00002793791,0.0001340536,0.00003447974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002109468,"about_ca_system_score_gemma":0.00004760347,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05141136,"about_ca_topic_score_gemma":0.07580297,"domain_scores_codex":[0.9991946,0.00002273085,0.000265536,0.0002039041,0.00009129004,0.0002219188],"domain_scores_gemma":[0.9995789,0.00007220984,0.0000398935,0.0001740471,0.0000155491,0.0001194157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002082412,0.0002391737,0.007382132,0.04279808,0.003150558,0.0006851276,0.003456562,0.003639849,0.02373138,0.0004250841,0.3755055,0.5387783],"study_design_scores_gemma":[0.001263766,0.00009329232,0.009300786,0.003868178,0.0003877451,0.000006516183,0.0004662669,0.03375901,0.0002611836,0.00003912606,0.9496203,0.0009338398],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9313339,0.06160125,0.00008826339,0.004095117,0.0005093588,0.001271023,0.0003333444,0.0002462903,0.0005214277],"genre_scores_gemma":[0.9741948,0.02306972,0.0002728605,0.002229129,0.0001041329,0.00002054701,0.00001946762,0.0000844227,0.000004907416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5741147,"threshold_uncertainty_score":0.9549054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02789415938883914,"score_gpt":0.1881975103133284,"score_spread":0.1603033509244893,"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."}}