{"id":"W2048436826","doi":"10.1016/j.crvi.2014.06.001","title":"Global distribution patterns of highly pathogenic H5N1 avian influenza: Environmental vs. socioeconomic factors","year":2014,"lang":"en","type":"article","venue":"Comptes Rendus Biologies","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"China Scholarship Council","keywords":"Influenza A virus subtype H5N1; Outbreak; Ecological niche; Population; Environment variable; Geography; Ecology; Environmental niche modelling; Niche; Environmental science; Biology; Environmental health; Habitat","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":[0.0002022301,0.0002786031,0.0005723847,0.0000547482,0.0001431307,0.00001697447,0.0002453546,0.0001885474,0.0002516323],"category_scores_gemma":[0.0002692023,0.0002111453,0.0002114472,0.0000585472,0.0004988586,0.00007550135,0.0003546576,0.0001967389,0.0002033558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004248035,"about_ca_system_score_gemma":0.00003747707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001270861,"about_ca_topic_score_gemma":0.00001328368,"domain_scores_codex":[0.9983828,0.0001273798,0.0004460934,0.0003699423,0.0001982299,0.0004755281],"domain_scores_gemma":[0.9990308,0.0002129101,0.0001915803,0.0004163462,0.00003695031,0.0001113581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001410509,0.00008816197,0.9852674,0.00005710715,0.0001607987,0.000002425075,0.000077855,0.00001348138,0.007702663,0.0001428228,0.000989206,0.005357038],"study_design_scores_gemma":[0.0009347192,0.0006203422,0.9781337,0.0000403503,0.00005181929,0.000004642702,0.0004110859,0.00005118626,0.00717344,0.0001331181,0.01224825,0.0001973756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951827,0.001953237,0.0001148165,0.0001540485,0.0001467708,0.0002795277,0.001875125,0.0001148962,0.0001788832],"genre_scores_gemma":[0.998303,0.0007110744,0.00007842486,0.0001754046,0.00009100093,0.0000210361,0.000574131,0.00001254161,0.00003340892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01125905,"threshold_uncertainty_score":0.8610254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04592187022336183,"score_gpt":0.3173394020383423,"score_spread":0.2714175318149804,"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."}}