{"id":"W7000764926","doi":"","title":"GIF Evaluation Methodology for Proliferation Resistance and Physical Protection of Generation IV Nuclear Energy Systems:\\nOverview and Perspectives","year":2010,"lang":"en","type":"other","venue":"Joint Research Centre (European Commission)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Atomic energy; Charter; China; Software deployment; First generation; Nuclear technology; Nuclear weapon; New energy; Resistance (ecology)","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":[0.03126753,0.002242129,0.001221746,0.01199573,0.00112311,0.005546897,0.001502067,0.001420268,0.006956937],"category_scores_gemma":[0.02871162,0.0004219663,0.0014236,0.005379978,0.001946507,0.003688102,0.002206581,0.001308987,0.0007783626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006104386,"about_ca_system_score_gemma":0.005259899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007957101,"about_ca_topic_score_gemma":0.006652507,"domain_scores_codex":[0.9693269,0.01862114,0.002041019,0.0008786931,0.008314631,0.0008176788],"domain_scores_gemma":[0.9791543,0.009296196,0.001593488,0.001141182,0.008507201,0.0003075757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004744341,0.0005767245,0.0155769,0.003574326,0.0004210519,0.000603982,0.002254067,0.1055361,0.006285638,0.2237182,0.02048805,0.6204904],"study_design_scores_gemma":[0.0003188497,0.00288135,0.03181702,0.005108906,0.0006007329,0.0009543872,0.01345868,0.6354109,0.02682611,0.1357064,0.1465398,0.0003769328],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04422728,0.002890782,0.8691228,0.001228581,0.0001926213,0.004470634,0.001269114,0.001164505,0.07543367],"genre_scores_gemma":[0.3146513,0.001892535,0.6717824,0.0002765278,0.0001073736,0.003741964,0.001707848,0.0001552371,0.005684853],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03126753,"threshold_uncertainty_score":0.1653605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3000253977359493,"score_gpt":0.3952994417544957,"score_spread":0.09527404401854644,"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."}}