{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004964949,0.00006861368,0.0001558976,0.00003502167,0.0001802886,0.00001195559,0.0002194418,0.00001883705,0.00009078146],"category_scores_gemma":[0.0001319963,0.00007569998,0.00001907525,0.0001356528,0.0001165238,0.00007571323,0.0001281966,0.00007048606,1.795469e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0016068,"about_ca_system_score_gemma":0.01359788,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9998397,"about_ca_topic_score_gemma":0.9999909,"domain_scores_codex":[0.9987516,0.0001591944,0.0002523047,0.0001289584,0.0005144014,0.000193576],"domain_scores_gemma":[0.9987296,0.00002617846,0.0001109161,0.000553802,0.00008516503,0.0004943319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003043297,0.0001049953,0.7820956,0.00006141612,0.00004482547,0.002850785,0.003162137,0.0002649903,0.00006887587,0.01457866,0.1951285,0.001608733],"study_design_scores_gemma":[0.0002772353,0.000005933269,0.3874001,0.00003037219,0.00002052209,0.000002113972,0.01690619,0.00003768747,0.000005927147,0.0002568575,0.5949033,0.0001537849],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9399918,0.0005470134,8.647127e-7,0.001088849,0.0001186091,0.0001528692,0.00001676971,0.000008765264,0.05807441],"genre_scores_gemma":[0.9972185,0.0001231954,0.00001975329,0.0003167978,0.00001317492,0.000007205755,0.00002009286,0.000005639571,0.002275672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3997747,"threshold_uncertainty_score":0.9919941,"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."}}