{"id":"W2790605586","doi":"10.14745/ccdr.v41is6a03","title":"Regulatory oversight of human pathogens and toxins in Canada","year":2015,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Canadian Food Inspection Agency; U.S. Department of Justice","keywords":"Biosafety; Human health; Legislature; Statutory law; Government (linguistics); Legislation; Business; Human pathogen; Biotechnology; Political science; Environmental health; Biology; Law; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.008557655,0.0004651747,0.0003949273,0.002829392,0.008388612,0.005653455,0.002646604,0.001541551,0.004475411],"category_scores_gemma":[0.02074408,0.0005916683,0.0006508255,0.003961915,0.003290517,0.0007568236,0.002070562,0.002692954,0.0004063329],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1532163,"about_ca_system_score_gemma":0.502863,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9969777,"about_ca_topic_score_gemma":0.9973661,"domain_scores_codex":[0.9749288,0.00201832,0.0008046821,0.001440839,0.01663459,0.004172815],"domain_scores_gemma":[0.9453235,0.005048136,0.002554371,0.001126476,0.03959874,0.00634878],"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":[0.0004210081,0.0002933596,0.1230809,0.00115862,0.0002149851,0.001300584,0.0198004,0.006906224,0.009758244,0.1717836,0.4050041,0.2602779],"study_design_scores_gemma":[0.00007749493,0.0001287438,0.1911098,0.0009488086,0.00008581221,0.0001970883,0.004415836,0.00225462,0.002438276,0.003535314,0.7945944,0.0002138543],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2233268,0.02249692,0.01092362,0.1205456,0.001707812,0.001671512,0.01149285,0.001242909,0.606592],"genre_scores_gemma":[0.8201784,0.013827,0.009655642,0.0268553,0.0002157702,0.000355374,0.005075144,0.0001540147,0.1236832],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8467837,"threshold_uncertainty_score":0.9821491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03624652637511162,"score_gpt":0.2823850845624906,"score_spread":0.246138558187379,"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."}}