{"id":"W4388331274","doi":"10.1093/oso/9780195135596.003.0003","title":"Risk Assessment","year":2003,"lang":"en","type":"book-chapter","venue":"","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health; University of Ottawa","funders":"","keywords":"Risk assessment; Hazard; Environmental health; Identification (biology); Bridge (graph theory); Risk analysis (engineering); Medicine; Computer science; Biology; 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":[0.00467041,0.001591498,0.0008816809,0.003696462,0.001268299,0.007381821,0.003625656,0.002539638,0.1379433],"category_scores_gemma":[0.01009235,0.0004757495,0.001082047,0.002209422,0.001341017,0.004280482,0.003211867,0.002723743,0.05253113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003225297,"about_ca_system_score_gemma":0.004169241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002627712,"about_ca_topic_score_gemma":0.002565877,"domain_scores_codex":[0.9960043,0.0009317248,0.0002243297,0.0004190425,0.002270954,0.0001496851],"domain_scores_gemma":[0.9959456,0.001278577,0.0002144977,0.0005817962,0.001834226,0.0001452803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003716923,0.00007525316,0.0005070569,0.000825129,0.00003500057,0.0002752792,0.0006275449,0.003118003,0.001048517,0.371699,0.213801,0.407951],"study_design_scores_gemma":[0.000004714676,0.00001843926,0.0001652295,0.0006995089,0.00001234356,0.0002154376,0.0001913977,0.0007026901,0.0005976,0.07860292,0.9187719,0.00001776099],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001256729,0.01028896,0.08449216,0.007802713,0.001306536,0.0006026715,0.002007017,0.001042125,0.8912011],"genre_scores_gemma":[0.05374876,0.02281591,0.1197681,0.005052331,0.001122457,0.0008840481,0.004123355,0.0007585869,0.7917265],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1379433,"threshold_uncertainty_score":0.4614664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01584278646127667,"score_gpt":0.2583535391306045,"score_spread":0.2425107526693279,"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."}}