{"id":"W2157718671","doi":"10.1098/rsif.2010.0126","title":"Spatial dynamics of bar-headed geese migration in the context of H5N1","year":2010,"lang":"en","type":"article","venue":"Journal of The Royal Society Interface","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Biotechnology and Biological Sciences Research Council","keywords":"Influenza A virus subtype H5N1; Waterfowl; Outbreak; Context (archaeology); Biology; Epizootic; Culling; Ecology; Juvenile; Zoology; Population; Geography; Habitat; Demography; Virus; Virology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001141925,0.0001000645,0.0003347392,0.00002893812,0.00005412215,0.0000101137,0.0003781469,0.00009960561,0.00005781741],"category_scores_gemma":[0.0007834308,0.00004972416,0.0004009404,0.000124003,0.0003130826,0.00004871616,0.00009935941,0.001038459,0.000002312856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000113976,"about_ca_system_score_gemma":0.0001420348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006730119,"about_ca_topic_score_gemma":0.001063763,"domain_scores_codex":[0.9984914,0.0001181134,0.0005549401,0.00006594092,0.0006084612,0.0001611448],"domain_scores_gemma":[0.9985631,0.0002394204,0.0004570932,0.000237072,0.0004653068,0.00003798268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005008669,0.002378378,0.3531157,0.001065417,0.002493299,0.00002137785,0.1633668,0.006158114,0.3812356,0.000643611,0.06725948,0.01725358],"study_design_scores_gemma":[0.01086119,0.003374598,0.4302035,0.001582948,0.000584212,0.0000992283,0.07264178,0.1552445,0.3156229,0.000563624,0.008844833,0.0003767108],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894351,0.0003211588,0.001019762,0.00841953,0.000276883,0.0002298456,0.00001349189,0.000001999847,0.00028221],"genre_scores_gemma":[0.9989101,0.00005269462,0.0003549152,0.0003019878,0.0001297151,0.000001691412,4.558076e-7,0.000008084738,0.0002404053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1490864,"threshold_uncertainty_score":0.4511644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02679905435894024,"score_gpt":0.3409855076497825,"score_spread":0.3141864532908422,"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."}}