{"id":"W2237236438","doi":"10.1007/978-0-85729-410-4_202","title":"Semi-Quantitative Risk Based Technical Assessment for Control Involving Ionizing Radiation Sources Across a Large Organization","year":2004,"lang":"en","type":"book-chapter","venue":"","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Department of National Defence","funders":"","keywords":"Ionizing radiation; Control (management); Engineering; Risk analysis (engineering); Business; Computer science; Nuclear physics; Physics; Irradiation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002499308,0.0009170002,0.0006948771,0.00133551,0.0004044138,0.002406566,0.001103822,0.0007160956,0.00521211],"category_scores_gemma":[0.005972271,0.0004350058,0.0007108901,0.0008965241,0.0006759604,0.002075657,0.00107887,0.0008353736,0.0006056827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001410849,"about_ca_system_score_gemma":0.001578711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003802953,"about_ca_topic_score_gemma":0.005495372,"domain_scores_codex":[0.9978623,0.0009220507,0.00008703135,0.00009856461,0.0009703008,0.00005976991],"domain_scores_gemma":[0.9954047,0.003343414,0.0002516862,0.0003112139,0.0006410285,0.00004795167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001523479,0.0001586769,0.002148275,0.0005038213,0.0000783936,0.0001709506,0.00054957,0.5665791,0.01025902,0.09438896,0.007577545,0.3174333],"study_design_scores_gemma":[0.00001684442,0.0001480089,0.002015148,0.0001204902,0.00002870715,0.0001544931,0.0004186531,0.8528384,0.005637041,0.1293428,0.009242493,0.00003689377],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01051452,0.0002742134,0.9740934,0.0001804269,0.00002435324,0.0001258519,0.0003007425,0.0003999656,0.01408658],"genre_scores_gemma":[0.3652933,0.0005792417,0.6155823,0.00012881,0.00004453825,0.0004359492,0.0009038804,0.0002262085,0.01680578],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00521211,"threshold_uncertainty_score":0.01743621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04760556385542068,"score_gpt":0.3775783649266115,"score_spread":0.3299728010711908,"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."}}