{"id":"W2067039446","doi":"10.1177/1075547008316219","title":"Global Bird Flu Communication","year":2008,"lang":"en","type":"article","venue":"Science Communication","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Newspaper; Bird flu; Influenza A virus subtype H5N1; Political science; ALARM; Public relations; Advertising; History; Computer security; Business; Computer science; Engineering; Medicine; 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":[0.0009018889,0.00007473654,0.0001247357,0.00008544054,0.000808058,0.00003653335,0.0007561917,0.00003919806,0.0001117404],"category_scores_gemma":[0.0003814737,0.00006692831,0.00004204762,0.001119983,0.001021574,0.0003906098,0.0002263896,0.000117452,0.0001473245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002594239,"about_ca_system_score_gemma":0.001079938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006252308,"about_ca_topic_score_gemma":0.0000604154,"domain_scores_codex":[0.9988363,0.0000911931,0.0002248121,0.0001746494,0.0004287509,0.0002443049],"domain_scores_gemma":[0.997363,0.00005270897,0.00009000789,0.001897356,0.0003119813,0.0002849727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001678741,0.001466037,0.5737997,0.000102687,0.00003110783,0.000009149644,0.003770695,0.00006415122,0.0007243273,0.2042192,0.01588405,0.1997611],"study_design_scores_gemma":[0.0006293944,0.00009681423,0.9739376,0.00007866517,0.00001765305,0.0001328011,0.0005863401,0.002988675,0.00005464723,0.00307939,0.0182732,0.0001247922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8521363,0.001651508,0.0004642525,0.01536559,0.00008398672,0.0004035768,0.00000527571,0.0002888739,0.1296006],"genre_scores_gemma":[0.9896888,0.001185036,0.007575997,0.001304988,0.00001928525,0.00001566983,0.00002443685,0.000007092615,0.0001786699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4001379,"threshold_uncertainty_score":0.621501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04612432575978768,"score_gpt":0.3598685227588854,"score_spread":0.3137441969990977,"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."}}