{"id":"W2399453384","doi":"10.1093/rpd/ncp074","title":"Preface","year":2009,"lang":"en","type":"article","venue":"Radiation Protection Dosimetry","topic":"Radioactive contamination and transfer","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Chen; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001649668,0.0009405204,0.0006944498,0.001777863,0.003800746,0.004329193,0.001618245,0.001594928,0.4882952],"category_scores_gemma":[0.008683732,0.0003521867,0.000574891,0.001548362,0.0007983525,0.003293958,0.002700842,0.003492092,0.2925079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002736029,"about_ca_system_score_gemma":0.003982331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007544774,"about_ca_topic_score_gemma":0.009208348,"domain_scores_codex":[0.998866,0.0001609572,0.00007596637,0.0002098383,0.0005425001,0.0001447373],"domain_scores_gemma":[0.9956189,0.0005436866,0.0001333747,0.0003509088,0.002515753,0.000837339],"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":[0.00002440851,0.00001606994,0.0001102737,0.00007220253,0.000001265393,0.0000601238,0.0001757682,0.00003554717,0.0001072109,0.004086354,0.9666044,0.02870647],"study_design_scores_gemma":[0.000002328027,0.000009604552,0.0001946696,0.00006233341,6.634622e-7,0.0000498926,0.0001441706,0.00001549012,0.00004088084,0.0008057865,0.9986714,0.000002775889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001921523,0.006255273,0.004348573,0.03306724,0.1225141,0.0006425785,0.008641666,0.001251226,0.8213577],"genre_scores_gemma":[0.006720404,0.003854348,0.001988659,0.006257824,0.01247511,0.0002540163,0.006614826,0.0006150544,0.9612197],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4882952,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006873271654650261,"score_gpt":0.2163588216669091,"score_spread":0.2094855500122589,"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."}}