{"id":"W4412074959","doi":"10.5595/001c.11683","title":"A Required Level of Enhancing Life Safety Derived from the Cost for Substituting Nuclear Energy in Japan","year":2015,"lang":"en","type":"article","venue":"IDRiM Journal","topic":"Nuclear and radioactivity studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Nuclear engineering; Reliability engineering; Business; Risk analysis (engineering); Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002326953,0.0004952914,0.0004041333,0.001305289,0.0005836798,0.001599462,0.000559396,0.0009925498,0.002224551],"category_scores_gemma":[0.005493577,0.000160151,0.0004332035,0.0006446516,0.0007304978,0.001146771,0.000916102,0.0004868611,0.0003487109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001867688,"about_ca_system_score_gemma":0.001689136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003903516,"about_ca_topic_score_gemma":0.004248335,"domain_scores_codex":[0.997684,0.000541875,0.0001680942,0.0001720676,0.001068001,0.0003659256],"domain_scores_gemma":[0.996505,0.0008069068,0.0005405096,0.0002053524,0.001765741,0.0001765364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002312177,0.001370636,0.1078402,0.002403765,0.000255393,0.004219521,0.00230664,0.2036233,0.1764977,0.2580926,0.00989252,0.2311856],"study_design_scores_gemma":[0.0002104195,0.005894619,0.4030588,0.00099679,0.0006218876,0.004921812,0.01065495,0.2551928,0.1410447,0.1129317,0.06396239,0.0005091275],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8673568,0.001032411,0.04378948,0.001120388,0.00006876389,0.0004674527,0.0004297598,0.00009240663,0.08564252],"genre_scores_gemma":[0.9898003,0.0001633292,0.008267873,0.00006792592,0.000009160499,0.00009567806,0.0001080649,0.00001006903,0.001477477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003903516,"threshold_uncertainty_score":0.01355106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0883149405126204,"score_gpt":0.2600094579687615,"score_spread":0.1716945174561411,"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."}}