{"id":"W4231551657","doi":"10.1016/b978-0-444-63951-6.00621-5","title":"Risk Management in Environmental Health Decision","year":2011,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Risk management; IT risk management; Risk assessment; Risk management information systems; IT risk; Risk analysis (engineering); Enterprise risk management; Risk management plan; Business; Population; Computer science; Political science; Environmental health; Medicine; Computer security","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":[0.0008005663,0.00130158,0.0007761136,0.001588689,0.0005135735,0.003099594,0.000712224,0.001811648,0.02951998],"category_scores_gemma":[0.001683833,0.0004425693,0.0005628711,0.001683927,0.001506245,0.003195721,0.001075625,0.002569844,0.008624965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001511326,"about_ca_system_score_gemma":0.001251917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001762919,"about_ca_topic_score_gemma":0.003317959,"domain_scores_codex":[0.999507,0.0001560705,0.00002464239,0.00005174505,0.000240813,0.00001981532],"domain_scores_gemma":[0.9991036,0.0007123284,0.00002613081,0.00004012363,0.0000951539,0.00002264632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001062608,0.00007816782,0.0001188676,0.0005464923,0.0000255033,0.00008404005,0.0002762458,0.007785131,0.000496285,0.4311021,0.1388385,0.4206381],"study_design_scores_gemma":[0.000005724367,0.00001919268,0.0001473102,0.0005353131,0.00001160079,0.00007668343,0.00009969332,0.004579436,0.0002385364,0.5786372,0.4156338,0.00001557276],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001571133,0.1167957,0.1465318,0.01106828,0.003256282,0.00008438465,0.0002281107,0.0003381588,0.720126],"genre_scores_gemma":[0.03762954,0.1173972,0.06797694,0.003905288,0.005159748,0.0002274065,0.0003535533,0.0003226222,0.7670277],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02951998,"threshold_uncertainty_score":0.09875417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04356244268782734,"score_gpt":0.308993708438584,"score_spread":0.2654312657507567,"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."}}