{"id":"W1528108190","doi":"10.1080/10810730.2015.1064495","title":"Social Media Messages in an Emerging Health Crisis: Tweeting Bird Flu","year":2015,"lang":"en","type":"article","venue":"Journal of Health Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":155,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"Sensemaking; Crisis communication; Social media; Health communication; Content analysis; Health information; Bird flu; Risk communication; Public relations; Crisis response; Crisis management; Political science; Medicine; World Wide Web; Computer science; Sociology; Environmental health; Health care; Virology; Virus","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01971192,0.00008835729,0.0003408485,0.0003816613,0.001139181,0.0001273122,0.0009842135,0.00009526289,0.00001128541],"category_scores_gemma":[0.001022609,0.00008984967,0.00006226946,0.0007017929,0.0000935408,0.001211332,0.00009370396,0.000581929,0.00000500527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008909698,"about_ca_system_score_gemma":0.002047332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004410938,"about_ca_topic_score_gemma":0.01560562,"domain_scores_codex":[0.9926509,0.005042492,0.001240018,0.00009612734,0.0006478142,0.0003227093],"domain_scores_gemma":[0.9966011,0.0003417869,0.001702737,0.0004667181,0.0006075358,0.0002801033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004873863,0.0005766542,0.01726218,0.00003504921,0.0000239226,7.527664e-7,0.6145148,0.0002371803,0.000007269837,0.05516107,0.05318975,0.2589426],"study_design_scores_gemma":[0.001870824,0.0002487771,0.06898414,0.0003568178,0.00001635085,0.000008233535,0.6318183,0.0008186794,0.000002872991,0.03921949,0.2563314,0.0003241326],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1905926,0.029501,0.001033725,0.7749595,0.0003970818,0.0003778853,0.000001880305,0.0001087029,0.003027625],"genre_scores_gemma":[0.9877805,0.006518391,0.004533819,0.0009497077,0.0001730439,0.00000714676,0.000011218,0.00001616415,0.00001001363],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7971879,"threshold_uncertainty_score":0.8761772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1862165622035658,"score_gpt":0.4755942702519767,"score_spread":0.2893777080484109,"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."}}