{"id":"W4401526228","doi":"10.26277/secnrs.2021.101.3.001","title":"ON THE NECESSITY OF IMPROVEMENT OF LEGAL AND REGULATORY FRAMEWORK IN THE FIELD OF ATOMIC ENERGY USE FOR FUSION REGULATION","year":2021,"lang":"ru","type":"article","venue":"Ядерная и радиационная безопасность.","topic":"Nuclear and radioactivity studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Atomic energy; Fusion; Energy (signal processing); Business; Risk analysis (engineering); Physics; Sociology; Mathematics; Philosophy; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02641327,0.0006188992,0.0008872206,0.002641698,0.005412113,0.01042463,0.003214505,0.009231207,0.005051522],"category_scores_gemma":[0.03069414,0.0004022867,0.0014394,0.001857534,0.008690183,0.009821765,0.004099195,0.008144923,0.0010611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007356849,"about_ca_system_score_gemma":0.0302549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01766901,"about_ca_topic_score_gemma":0.013743,"domain_scores_codex":[0.976996,0.007605351,0.001541351,0.002769316,0.009267795,0.001820223],"domain_scores_gemma":[0.979607,0.009025384,0.001314463,0.002276919,0.007141903,0.0006342485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002132852,0.00004234112,0.0007188259,0.000137692,0.00001259333,0.0001655317,0.0009024962,0.0008752671,0.0005805078,0.9752675,0.007430726,0.01384521],"study_design_scores_gemma":[0.00005418664,0.0001195497,0.003979178,0.001712238,0.00009531443,0.0003368527,0.003347666,0.004929712,0.002344742,0.6750317,0.3078964,0.0001524819],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06051502,0.03870603,0.1384577,0.2249779,0.006390306,0.0009316989,0.0007700442,0.0006811413,0.5285701],"genre_scores_gemma":[0.8045838,0.01406617,0.08773815,0.04191778,0.002706997,0.0009277545,0.0006097491,0.0002281373,0.04722149],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02641327,"threshold_uncertainty_score":0.1396884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009197035712044575,"score_gpt":0.2315427041718871,"score_spread":0.2223456684598425,"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."}}