{"id":"W6982657027","doi":"","title":"Investigation of Immune-based Strategies for Control of Avian Influenza Virus Transmission","year":2023,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Agriculture, Food and Rural Affairs; Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Agriculture, Food and Rural Affairs; Arrell Food Institute, University of Guelph; Chicken Farmers of Saskatchewan","keywords":"Transmission (telecommunications); Biosecurity; Outbreak; Influenza A virus subtype H5N1; Avian influenza virus; Feces; Virus; Vaccination","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003626978,0.0003177408,0.0002647793,0.0002301608,0.0001146337,0.000460517,0.0003980294,0.0004690259,0.001142723],"category_scores_gemma":[0.0001703592,0.00009387767,0.0003959611,0.00007118865,0.0002225184,0.0004442569,0.000227004,0.0006418717,0.0002079461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002018816,"about_ca_system_score_gemma":0.0003150975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002000558,"about_ca_topic_score_gemma":0.0003085836,"domain_scores_codex":[0.9998827,0.00003247029,0.00000646224,0.00002080595,0.00002412232,0.00003349359],"domain_scores_gemma":[0.9999321,0.00001485307,0.0000204042,0.000004275199,0.00001530976,0.00001312017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005212981,0.001116178,0.001397793,0.002154068,0.00007545364,0.0001819459,0.0001113841,0.002017584,0.8726406,0.00287812,0.0009069967,0.1159986],"study_design_scores_gemma":[0.0005240768,0.04846856,0.02140639,0.001251927,0.0005414822,0.001527251,0.0007855898,0.01900883,0.7913487,0.004308028,0.1107651,0.00006418224],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8464267,0.1154656,0.02076468,0.003542916,0.000677074,0.0006275111,0.0003021563,0.0001130448,0.01208038],"genre_scores_gemma":[0.9228914,0.05611826,0.01438589,0.0008970242,0.0001984865,0.0002738858,0.0001886958,0.000008869178,0.00503746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001142723,"threshold_uncertainty_score":0.003822744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05932901157851786,"score_gpt":0.3153204473229049,"score_spread":0.255991435744387,"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."}}