{"id":"W4211035770","doi":"10.1002/0471238961.1805010313211818.a01.pub3","title":"Nuclear Reactors","year":2007,"lang":"en","type":"other","venue":"Kirk-Othmer Encyclopedia of Chemical Technology","topic":"Graphite, nuclear technology, radiation studies","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nuclear engineering; Breeder reactor; Nuclear power; Nuclear reactor; Environmental science; Breeder (animal); Boiling; Neutron flux; Waste management; Process engineering; Neutron; Engineering; Materials science; Blanket; Chemistry; Nuclear physics; Physics","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002133364,0.0005968848,0.001142291,0.002463161,0.0000463192,0.00001194153,0.001321276,0.002734303,0.004439387],"category_scores_gemma":[0.0004751756,0.000585962,0.0002184258,0.001330526,0.002377477,0.00004609639,0.000581576,0.000809253,0.001742024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001012373,"about_ca_system_score_gemma":0.00004956547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003996309,"about_ca_topic_score_gemma":0.00001089213,"domain_scores_codex":[0.9969846,0.00002827578,0.0007770449,0.0009238679,0.0004826626,0.0008035589],"domain_scores_gemma":[0.9976554,0.0000985628,0.0008005608,0.001244755,0.00008301935,0.0001177217],"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":[0.0000241153,0.0002211035,0.001360332,0.0001443835,0.0001513686,0.0000390591,0.0001001946,5.363022e-8,0.3535175,0.01430469,0.618372,0.01176524],"study_design_scores_gemma":[0.0003678041,0.00006044771,0.00003295375,0.00009809271,0.0000794753,0.00003211346,0.0001209102,8.428718e-7,0.0553664,0.00249128,0.940792,0.0005576257],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09318425,0.003229242,0.00001990088,0.001045687,0.001188827,0.0005621439,0.0001693094,0.004882393,0.8957183],"genre_scores_gemma":[0.5906788,0.01379438,0.05432922,0.001190157,0.002671984,0.0003205093,0.0002319509,0.006785954,0.3299971],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5657212,"threshold_uncertainty_score":0.9996592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006456076463708779,"score_gpt":0.2379466689649115,"score_spread":0.2314905925012027,"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."}}