{"id":"W7104536313","doi":"10.1007/978-3-032-00313-3_22","title":"Conclusion","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Context (archaeology); Emergency management; Resilience (materials science); Public health; Value (mathematics); Geopolitics; Public policy","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":[0.002768875,0.0003822617,0.0002621961,0.0009288989,0.001891758,0.004877718,0.001340193,0.001684232,0.2795938],"category_scores_gemma":[0.0101712,0.0001214988,0.0004999435,0.0007801277,0.001054339,0.002268941,0.002099043,0.001755609,0.08817358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0029677,"about_ca_system_score_gemma":0.00473263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01071731,"about_ca_topic_score_gemma":0.0133584,"domain_scores_codex":[0.9977227,0.0004207926,0.00005772844,0.0003437866,0.001094162,0.0003609769],"domain_scores_gemma":[0.9966009,0.0005748249,0.0001134102,0.0002723317,0.001903656,0.0005348966],"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":[0.00008923341,0.00004762815,0.002545199,0.000299254,0.00001508129,0.0002151094,0.0009874954,0.0001469162,0.0002812073,0.1153624,0.7403463,0.1396641],"study_design_scores_gemma":[0.000008582426,0.00001003312,0.001411983,0.0002903124,0.000008418714,0.0001007395,0.001637815,0.00003751682,0.0001954525,0.01103939,0.9852549,0.000004831151],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002699715,0.001697741,0.002950928,0.0477994,0.005998088,0.0001094844,0.001330922,0.0002900758,0.9371237],"genre_scores_gemma":[0.04192779,0.002322419,0.003105883,0.05493455,0.001568216,0.0001721047,0.001961595,0.0003476912,0.8936598],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2795938,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01779810957000888,"score_gpt":0.2979971587819119,"score_spread":0.280199049211903,"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."}}