{"id":"W4306986088","doi":"10.1115/1.4056024","title":"Editorial","year":2022,"lang":"en","type":"editorial","venue":"Journal of Nuclear Engineering and Radiation Science","topic":"Nuclear and radioactivity studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Library science; Editorial board; Czech; Management; Art history; History; Philosophy; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007606237,0.0001601405,0.0002963452,0.0004453251,0.0001888704,0.0001347178,0.0003124527,0.0001497921,0.00002668565],"category_scores_gemma":[0.0005835127,0.0001494169,0.00007554387,0.0003452158,0.00008131612,0.0003902938,0.00006871618,0.0009730012,0.000003517132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002732651,"about_ca_system_score_gemma":0.0001065413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002068703,"about_ca_topic_score_gemma":9.722056e-8,"domain_scores_codex":[0.9982785,0.000009829835,0.0002831709,0.0001300452,0.001091184,0.0002072772],"domain_scores_gemma":[0.9992915,0.000194996,0.0001259703,0.0001125221,0.0001494728,0.0001255137],"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":[0.000005236913,0.000005721228,6.828421e-7,0.00003965438,0.0000345019,0.000003636248,0.0002694745,0.02300056,0.0007688976,0.0000135731,0.9744744,0.001383668],"study_design_scores_gemma":[0.0001986652,0.00008591922,0.00004797869,0.00002565201,0.00002808619,0.00001454009,0.00006261776,0.008207678,0.000008112292,0.00000412084,0.9911572,0.0001594228],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001100567,0.00106763,0.00002935121,0.00002858468,0.9974366,0.00003167969,0.00001458325,0.00006939171,0.0002215705],"genre_scores_gemma":[0.005736704,0.002714352,0.0002678096,0.00000371887,0.9912065,6.757099e-7,0.000001084327,0.00004823382,0.00002087026],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01668281,"threshold_uncertainty_score":0.6093045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00345352558699207,"score_gpt":0.2102255002006862,"score_spread":0.2067719746136941,"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."}}