{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009112564,0.0004356837,0.0007634514,0.00084228,0.000436764,0.0002237778,0.0002350529,0.0003200296,0.0002966843],"category_scores_gemma":[0.003519266,0.0003776613,0.0001162207,0.0003979498,0.0004648726,0.0001954092,0.0002837989,0.0008307116,0.00004920133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003219884,"about_ca_system_score_gemma":0.0002329286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002288484,"about_ca_topic_score_gemma":0.0007684709,"domain_scores_codex":[0.9844838,0.011863,0.0005845217,0.001104765,0.001450847,0.0005130491],"domain_scores_gemma":[0.9963205,0.0003113119,0.0007108922,0.0007631772,0.001623112,0.0002710221],"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":[0.001104556,0.0009068471,0.00001575108,0.003757,0.0003757079,0.00001075185,0.004275444,0.00002656101,0.3536639,0.06100179,0.4984579,0.07640374],"study_design_scores_gemma":[0.001935087,0.0004125764,0.0003375704,0.001497037,0.0001675949,0.00001930549,0.001026606,0.03334784,0.001631694,0.0004668598,0.9586378,0.0005200676],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009372252,0.0355957,0.0109387,0.005200457,0.001616006,0.0328187,0.0009881862,0.001231328,0.9022387],"genre_scores_gemma":[0.2780704,0.002690373,0.01639345,0.00003115501,0.008227201,0.000934002,0.0008981225,0.004064607,0.6886907],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4601798,"threshold_uncertainty_score":0.9998676,"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."}}