{"id":"W1976685285","doi":"10.1007/s12052-007-0022-7","title":"Darwin’s Necessary Misfit and the Sloshing Bucket: The Evolutionary Biology of Emerging Infectious Diseases","year":2007,"lang":"en","type":"article","venue":"Evolution Education and Outreach","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Phenomenon; Evolutionary biology; Infectious disease (medical specialty); Darwinism; Biology; Evolutionary ecology; Ecology; Climate change; Environmental ethics; Disease; Host (biology); Epistemology; Philosophy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.007584872,0.000362394,0.0008981396,0.001278809,0.00260515,0.003988463,0.0009928377,0.00449942,0.003482759],"category_scores_gemma":[0.0170346,0.0002775418,0.0004197337,0.0009125441,0.019148,0.0110325,0.003337004,0.005244135,0.0004118508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001815304,"about_ca_system_score_gemma":0.001480792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001330618,"about_ca_topic_score_gemma":0.002016669,"domain_scores_codex":[0.9973227,0.001688867,0.00007866766,0.0002853773,0.0004115638,0.0002127696],"domain_scores_gemma":[0.9900932,0.007424115,0.0005195391,0.0004564209,0.0006696056,0.000837106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001633013,0.00006213468,0.009248788,0.0006810179,0.0001693207,0.001732321,0.006169762,0.004360787,0.001372829,0.6847063,0.07925881,0.2120747],"study_design_scores_gemma":[0.00002073956,0.00004913478,0.004099606,0.0002428965,0.00001946708,0.0006585474,0.002910121,0.001857709,0.0001340044,0.9182862,0.0716672,0.00005422721],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05007542,0.1110852,0.02529222,0.7837937,0.008038677,0.00002167018,0.00009693791,0.00009923664,0.02149696],"genre_scores_gemma":[0.8506505,0.05571099,0.008242341,0.06741893,0.01073837,0.00004675675,0.00005077605,0.00007326989,0.007068106],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007584872,"threshold_uncertainty_score":0.04011309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007846120666818945,"score_gpt":0.3065880051614991,"score_spread":0.2987418844946802,"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."}}