{"id":"W2146605403","doi":"10.1017/s2047102513000587","title":"The Prevention Imperative: International Health and Environmental Governance Responses to Emerging Zoonotic Diseases","year":2014,"lang":"en","type":"article","venue":"Transnational Environmental Law","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Wildlife; Vulnerability (computing); One Health; Human health; Environmental planning; Corporate governance; Global health; Animal health; Political science; Public health; Business; Environmental health; Environmental resource management; Geography; Medicine; Biology; Veterinary medicine; Ecology; Computer security; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002495627,0.0001418702,0.0001493861,0.00002660143,0.0003748101,0.00004522766,0.00009607225,0.00002797248,0.0004806636],"category_scores_gemma":[0.00003025683,0.0001130653,0.0000731839,0.00003355366,0.0001822746,0.0001547888,0.00003423101,0.00009654194,0.00001801153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002577555,"about_ca_system_score_gemma":0.00007517868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001117868,"about_ca_topic_score_gemma":0.00001409642,"domain_scores_codex":[0.9985661,0.0001130478,0.0002822205,0.0002858452,0.0005171968,0.0002355745],"domain_scores_gemma":[0.9991766,0.0001608627,0.00007095029,0.0001529775,0.000003847956,0.0004347604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001262213,0.000888975,0.01591598,0.00006406632,0.0001549148,0.00000538813,0.0007194654,0.0001475408,0.001117982,0.8464557,0.0005388063,0.132729],"study_design_scores_gemma":[0.002666331,0.0009911006,0.5979906,0.00005487755,0.00005868348,0.00004874387,0.0008416045,0.004093954,0.00009532453,0.002787975,0.3900728,0.0002980081],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8382797,0.001243793,0.002739829,0.1519997,0.0003707497,0.001164686,0.0008654946,0.00005716467,0.003278809],"genre_scores_gemma":[0.992775,0.0002741468,0.0003889132,0.004793751,0.0001195457,0.00004868324,0.0004087945,0.00001808914,0.001173124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8436677,"threshold_uncertainty_score":0.526293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008015293652294744,"score_gpt":0.2733942168509234,"score_spread":0.2653789231986286,"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."}}