{"id":"W3196302940","doi":"10.1093/conphys/coab074","title":"Applied ecoimmunology: using immunological tools to improve conservation efforts in a changing world","year":2021,"lang":"en","type":"article","venue":"Conservation Physiology","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Biology; Wildlife; Function (biology); Stressor; Immune system; Disease; Biodiversity; Environmental resource management; Environmental planning; Ecology; Evolutionary biology; Immunology; Neuroscience","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":[0.01327163,0.001121785,0.0008482101,0.004589163,0.001567716,0.005597009,0.002197442,0.002626577,0.007594185],"category_scores_gemma":[0.01087224,0.0004059689,0.0005751092,0.002033238,0.006593465,0.0078598,0.004650803,0.004136004,0.001240882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002171455,"about_ca_system_score_gemma":0.00319592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001537665,"about_ca_topic_score_gemma":0.003372787,"domain_scores_codex":[0.9957346,0.002680011,0.0001520302,0.000377756,0.0008177666,0.0002378845],"domain_scores_gemma":[0.9914643,0.003606299,0.001698191,0.000778156,0.001446657,0.001006377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001358469,0.0004115845,0.05066435,0.002785839,0.0001992167,0.0006536831,0.003467157,0.001362587,0.0125886,0.04537128,0.02119269,0.8611672],"study_design_scores_gemma":[0.00007875717,0.00124411,0.07796572,0.006857305,0.0003206923,0.002802668,0.02204575,0.003973831,0.007274941,0.252926,0.6242529,0.0002573809],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09456304,0.2866951,0.2335381,0.1900081,0.009107011,0.001023903,0.0009631459,0.00134708,0.1827546],"genre_scores_gemma":[0.4942046,0.1511762,0.2894344,0.04111565,0.005602758,0.0008901579,0.0004072017,0.0002672554,0.01690186],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01327163,"threshold_uncertainty_score":0.07018793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02718192089161077,"score_gpt":0.2597782912289899,"score_spread":0.2325963703373792,"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."}}