{"id":"W2267365681","doi":"","title":"Harmonization of Nuclear Codes and Standards - Pacific Nuclear Council Working and Task Group Report","year":2006,"lang":"en","type":"article","venue":"Pacific Basin Nuclear Conference 2006","topic":"Nuclear and radioactivity studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nuclear power; Harmonization; Mandate; Nuclear technology; Working group; Task group; Business; Political science; Engineering; Law; Engineering management","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"],"consensus_categories":[],"category_scores_codex":[0.0006498211,0.0003381644,0.0005233919,0.0001189373,0.0003132594,0.0002274408,0.0001240705,0.000186659,0.0001305782],"category_scores_gemma":[0.00007500892,0.0003463551,0.00006860763,0.0002440974,0.0004595422,0.0002625064,0.00008325804,0.0002744747,0.00001589855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002559223,"about_ca_system_score_gemma":0.00005618858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002758246,"about_ca_topic_score_gemma":0.00006882704,"domain_scores_codex":[0.9978986,0.00005760961,0.0004607322,0.0004476895,0.0007412729,0.0003941024],"domain_scores_gemma":[0.9989904,0.00006258837,0.0001435762,0.000341129,0.0003568746,0.0001054903],"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":[0.0009837217,0.00100699,0.04306906,0.002794896,0.001412823,0.000822326,0.02866805,0.001235368,0.1790338,0.09945061,0.5594895,0.08203281],"study_design_scores_gemma":[0.001049489,0.0001772344,0.0292413,0.0003459793,0.0001477048,0.0003168434,0.007999557,0.02043744,0.0001221698,0.0008298263,0.938374,0.0009584],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7541572,0.001695261,0.000875336,0.0005117603,0.0006093006,0.0004950988,0.0003078174,0.0009888995,0.2403594],"genre_scores_gemma":[0.9969917,0.001074882,0.001490112,0.00002007901,0.0001023037,0.000002426431,0.0000131462,0.0001260348,0.0001792973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3788846,"threshold_uncertainty_score":0.9998989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01477002779447168,"score_gpt":0.1891166378808258,"score_spread":0.1743466100863542,"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."}}