{"id":"W4239236159","doi":"10.1093/rpd/ncq205","title":"Preface","year":2010,"lang":"en","type":"article","venue":"Radiation Protection Dosimetry","topic":"Disaster Response and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":[0.001557972,0.0008145514,0.0005823081,0.00168201,0.003189682,0.003216116,0.001313702,0.001285296,0.4314401],"category_scores_gemma":[0.008875767,0.0002801843,0.0004526603,0.001293191,0.0006069292,0.002621449,0.002185775,0.003204597,0.2544354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002514591,"about_ca_system_score_gemma":0.003502187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008697353,"about_ca_topic_score_gemma":0.01090972,"domain_scores_codex":[0.9990613,0.0001142739,0.00006488341,0.0001507244,0.0004899865,0.0001188448],"domain_scores_gemma":[0.994163,0.0005635375,0.0001436029,0.0003274728,0.003705911,0.001096472],"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":[0.00001817477,0.00001418482,0.00009021094,0.00005262535,7.600856e-7,0.00004590074,0.000110088,0.00003007942,0.0001126839,0.002507091,0.9743895,0.02262861],"study_design_scores_gemma":[0.000002061369,0.000009971101,0.0002483902,0.00005287212,5.425509e-7,0.0000441526,0.000109095,0.00001467086,0.00004577661,0.0006404208,0.9988297,0.000002504083],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001984636,0.006493991,0.004691919,0.04853342,0.2352787,0.0008208883,0.009561816,0.001135641,0.6914991],"genre_scores_gemma":[0.005979902,0.003623998,0.001671516,0.007084104,0.01936649,0.000240376,0.005145155,0.0004539104,0.9564345],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4314401,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03329359669402217,"score_gpt":0.3907266334996636,"score_spread":0.3574330368056414,"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."}}