{"id":"W3014553315","doi":"10.3808/jeil.202000026","title":"Perspective on Site Selection of Small Modular Reactors","year":2020,"lang":"en","type":"article","venue":"Journal of Environmental Informatics Letters","topic":"Graphite, nuclear technology, radiation studies","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Site selection; Selection (genetic algorithm); Modular design; Nuclear power; Risk analysis (engineering); Software deployment; Process (computing); Computer science; Engineering; Business; Political science","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":[0.003416418,0.0005976435,0.000641487,0.001639558,0.0004667386,0.00147296,0.001619648,0.00184284,0.003431851],"category_scores_gemma":[0.003348482,0.0002414571,0.0007461708,0.001859505,0.0008535636,0.001677827,0.0007935246,0.001150498,0.001214064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008771096,"about_ca_system_score_gemma":0.002151957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001307686,"about_ca_topic_score_gemma":0.002658446,"domain_scores_codex":[0.9973927,0.001079466,0.0002404327,0.000294763,0.0008531617,0.0001394316],"domain_scores_gemma":[0.9961521,0.001776662,0.000625374,0.0001430307,0.001155799,0.0001470825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002743963,0.0001195773,0.003542173,0.04026017,0.0001502763,0.002613801,0.001096006,0.004192732,0.02945169,0.1052266,0.03054248,0.7825301],"study_design_scores_gemma":[0.00003146688,0.0006413873,0.002758275,0.006761956,0.0001884943,0.002285451,0.001502867,0.0006049006,0.01425123,0.01717255,0.9537448,0.00005663428],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.01697157,0.8940819,0.02982707,0.01092922,0.001431403,0.0001538785,0.000281373,0.0001404682,0.0461831],"genre_scores_gemma":[0.1895718,0.7399559,0.05023064,0.005542303,0.001132353,0.0002888255,0.0004348414,0.00009895236,0.01274434],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.003431851,"threshold_uncertainty_score":0.01806796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01132688473647921,"score_gpt":0.2025828999239521,"score_spread":0.1912560151874729,"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."}}