{"id":"W2903350393","doi":"10.1115/1.4042194","title":"Current Status and Future Developments in Nuclear-Power Industry of the World","year":2018,"lang":"en","type":"article","venue":"Journal of Nuclear Engineering and Radiation Science","topic":"Graphite, nuclear technology, radiation studies","field":"Materials Science","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Electricity generation; Renewable energy; Nuclear power; Environmental science; Energy development; Electric power; Electricity; Fossil fuel; Coal; Wind power; Energy independence; Natural resource economics; Waste management; Engineering; Power (physics); Electrical engineering; Physics; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005418849,0.00007466051,0.0001328639,0.000450656,0.000139259,0.00005204884,0.0002138235,0.00005303256,0.00002655551],"category_scores_gemma":[0.0001446933,0.00005335332,0.00001796461,0.0008017898,0.0004140873,0.0002701315,0.0001006888,0.0002575828,0.00000287902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005810753,"about_ca_system_score_gemma":0.0000511141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001488123,"about_ca_topic_score_gemma":0.000001549515,"domain_scores_codex":[0.9991161,0.00001599704,0.0002781774,0.0001194326,0.0002923922,0.0001779227],"domain_scores_gemma":[0.9994855,0.00002431884,0.0002241196,0.0001006368,0.00009401047,0.00007140377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00009103902,0.0002037988,0.2020538,0.0000995081,0.0000430062,0.000006059035,0.02005523,0.0007343,0.6712842,0.02772673,0.002823851,0.07487851],"study_design_scores_gemma":[0.0002610158,0.00005020984,0.9113184,0.00005797483,0.000004598063,0.00001731096,0.0004910507,0.0005739955,0.001027577,0.00003409258,0.0860867,0.0000770894],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997963,0.0005403388,0.000001969545,0.0004590892,0.0008789146,0.00004122077,0.000001833635,0.0000130448,0.000100579],"genre_scores_gemma":[0.9987199,0.0002864599,0.0008559425,0.00004912639,0.00007713821,2.23395e-7,1.832383e-8,0.00000746771,0.000003766885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7092646,"threshold_uncertainty_score":0.2175685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007098841391605332,"score_gpt":0.2424594305618756,"score_spread":0.2353605891702703,"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."}}