{"id":"W4413588629","doi":"10.64628/aam.gfxaw5gpp","title":"Avian influenza: How bird flu affects domestic and wild flocks, and why a One Health approach matters","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Flock; Influenza A virus subtype H5N1; Bird flu; Avian influenza virus; Biology; Zoology; Virology; Ecology; Virus","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":[0.003260416,0.000706339,0.001079995,0.0007907776,0.001028182,0.003183679,0.0005802159,0.002606336,0.006459373],"category_scores_gemma":[0.009608186,0.0002121801,0.0005586636,0.0007477632,0.002475018,0.004898075,0.001313912,0.002402862,0.001159531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00143034,"about_ca_system_score_gemma":0.001622037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01624759,"about_ca_topic_score_gemma":0.01517009,"domain_scores_codex":[0.998427,0.0008367096,0.00006016242,0.0001878485,0.0003205037,0.0001677593],"domain_scores_gemma":[0.995652,0.002337646,0.0003963922,0.000296555,0.0007891829,0.0005281721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008285358,0.0004272546,0.1206786,0.003329316,0.00120678,0.001289572,0.007557082,0.004972545,0.004406809,0.2033047,0.2449704,0.4070284],"study_design_scores_gemma":[0.0001734515,0.0005711384,0.1769801,0.003436377,0.0008483522,0.002472186,0.01668245,0.008002436,0.001638914,0.573646,0.2152953,0.0002532737],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1148495,0.1226349,0.01698636,0.6494228,0.02342707,0.00007607335,0.001373043,0.0003742256,0.07085607],"genre_scores_gemma":[0.833994,0.06876609,0.009766971,0.04965739,0.01370077,0.0001076046,0.0005824557,0.0002687389,0.02315597],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01624759,"threshold_uncertainty_score":0.03230608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03537492158118313,"score_gpt":0.3113669434597894,"score_spread":0.2759920218786063,"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."}}