{"id":"W3041987523","doi":"10.12943/cnr.2019.00005","title":"THE CANADIAN NUCLEAR SAFETY COMMISSION’S READINESS TO REGULATE SMALL MODULAR REACTORS","year":2020,"lang":"en","type":"article","venue":"CNL Nuclear Review","topic":"Nuclear and radioactivity studies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Safety Commission","funders":"","keywords":"Modular design; Nuclear power; License; CLARITY; Vendor; Risk analysis (engineering); Commission; Business; Engineering; Political science; Computer science; Marketing; Biology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002654295,0.0002558159,0.0004500673,0.00003756236,0.0007003563,0.00008882766,0.0004768867,0.00008228397,0.0001848399],"category_scores_gemma":[0.0002319553,0.000187866,0.000192806,0.0003847179,0.00006506211,0.00008152529,0.0001068807,0.0003385234,0.0008132647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002196514,"about_ca_system_score_gemma":0.00002513983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001893384,"about_ca_topic_score_gemma":0.006200873,"domain_scores_codex":[0.9987389,0.00006433814,0.0003102745,0.0002672483,0.0001766583,0.0004426037],"domain_scores_gemma":[0.9986948,0.00005426271,0.00003714399,0.0005024953,0.00005234835,0.0006589412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002957997,0.00001615275,0.00003854144,0.00202408,0.0003456225,0.00006150122,0.001403091,0.0002564768,0.0006124771,0.006926126,0.8727433,0.1155431],"study_design_scores_gemma":[0.00007615644,0.00002506701,0.001307079,0.0006358045,0.00005808837,0.000009911086,0.00005227905,0.0007701591,0.00000490593,0.00003291812,0.9967704,0.0002572674],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05516423,0.1934886,0.00006918732,0.4376042,0.003462437,0.005907983,0.0001760857,0.004552097,0.2995752],"genre_scores_gemma":[0.8069717,0.1659781,0.001752238,0.02220584,0.0008600278,0.00002856187,0.00001596197,0.000783001,0.001404571],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7518074,"threshold_uncertainty_score":0.9999647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02150067184404484,"score_gpt":0.202963704684881,"score_spread":0.1814630328408362,"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."}}