{"id":"W2512417246","doi":"","title":"A Comparison Study on Severe Accident Risks Between PWR and PHWR Plants","year":2004,"lang":"en","type":"article","venue":"Journal of Radiation Protection and Research","topic":"Technology and Data Analysis","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Nuclear engineering; Population; Accident management; Pressurized water reactor; Waste management; Engineering; Environmental health; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001788216,0.00005985318,0.000162369,0.0006931191,0.0003190168,0.0001482868,0.0002337473,0.00008287734,0.000003378195],"category_scores_gemma":[0.0001541666,0.00004557989,0.00002129119,0.0004218331,0.00004435872,0.0003879424,0.00009428628,0.0006565532,0.000007664723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007387677,"about_ca_system_score_gemma":0.00006011142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001055325,"about_ca_topic_score_gemma":0.00002101794,"domain_scores_codex":[0.9987189,0.0002339463,0.0002625151,0.0001616949,0.0004894836,0.0001334281],"domain_scores_gemma":[0.9993842,0.00007883616,0.0001701829,0.0001587486,0.000118282,0.00008973657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001548237,0.0005688069,0.3235509,0.00001422188,0.0002259116,0.00005041351,0.003471646,0.0006624508,0.0005778715,0.001373031,0.0004157219,0.6689342],"study_design_scores_gemma":[0.002024407,0.002725552,0.983224,0.00003850586,0.00001702701,0.0001331883,0.001291704,0.0008018023,0.003841626,0.004514265,0.001288562,0.00009933485],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9428858,0.0001821587,0.05313694,0.003432994,0.00006013942,0.0002502415,0.000001158104,0.00001955437,0.00003097409],"genre_scores_gemma":[0.9994061,0.0001120615,0.000365575,0.00001578424,0.00007250575,0.000006130331,4.552824e-7,0.000002470913,0.00001891618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6688349,"threshold_uncertainty_score":0.2852434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1843051395688468,"score_gpt":0.4505438147134332,"score_spread":0.2662386751445865,"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."}}