{"id":"W2766182620","doi":"10.1115/icone25-66279","title":"Research on Approval of Domestic and International Transport Container Application of Radioactive Material","year":2017,"lang":"en","type":"article","venue":"","topic":"Nuclear and radioactivity studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Radioactive waste; Business; Commission; Safety standards; China; Waste management; Transport engineering; Engineering; Law; Finance; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0001349715,0.00004418176,0.0001075239,0.00005921802,0.00004989155,0.000007411618,0.00009425219,0.00002780311,0.00001402804],"category_scores_gemma":[0.00001119164,0.0000365218,0.00001641501,0.00001624241,0.0001440161,0.00006713907,0.00001462415,0.00005927515,0.000001432773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001697832,"about_ca_system_score_gemma":0.000003592723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001123504,"about_ca_topic_score_gemma":0.00001619572,"domain_scores_codex":[0.9996603,0.000006850627,0.00008248061,0.00007335321,0.0001118676,0.00006521984],"domain_scores_gemma":[0.9997455,0.00003871849,0.00002255602,0.00013035,0.00004702452,0.0000158861],"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":[0.002409956,0.0007261181,0.04702572,0.001107917,0.001989359,0.00001912827,0.005020568,0.004413943,0.6578918,0.1283821,0.001996423,0.149017],"study_design_scores_gemma":[0.002032525,0.0003337074,0.8556458,0.00006830359,0.00004270792,0.00001454061,0.001193982,0.01761145,0.1185264,0.001532527,0.002721483,0.0002765553],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9665564,0.00001082496,0.001597827,0.00009963935,0.0001586459,0.0001241945,0.00002215999,0.00001969593,0.03141059],"genre_scores_gemma":[0.9995014,0.00003548985,0.0002674042,0.000001231296,0.0000553555,0.00000801736,0.000002452003,0.000007517586,0.0001211122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.80862,"threshold_uncertainty_score":0.1489316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03486709928074722,"score_gpt":0.3391409200190652,"score_spread":0.304273820738318,"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."}}