{"id":"W4251960992","doi":"10.22215/etd/2014-10268","title":"Printing the Pandemic: An Analysis of H1N1 Vaccine News Coverage","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Framing (construction); Dissenting opinion; Pandemic; Viewpoints; Political science; Public health; Media coverage; Public relations; Public discourse; Duty; News media; Media studies; Coronavirus disease 2019 (COVID-19); Medicine; History; Sociology; Law; Infectious disease (medical specialty); Disease; Art","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":[0.00343863,0.0002995966,0.0002718667,0.01165769,0.00153565,0.006003724,0.0004536439,0.0007710316,0.006831185],"category_scores_gemma":[0.03398065,0.0002483106,0.0002734149,0.01503418,0.001644505,0.004090993,0.001769552,0.001023868,0.0008324657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002178066,"about_ca_system_score_gemma":0.001020371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007471852,"about_ca_topic_score_gemma":0.004971825,"domain_scores_codex":[0.9964875,0.00135721,0.0002460466,0.0002310913,0.001311028,0.0003671976],"domain_scores_gemma":[0.9261435,0.05907488,0.00759912,0.0008590397,0.005608947,0.0007144301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001370511,0.0003156177,0.3384045,0.002191021,0.0002426379,0.002151725,0.4010571,0.0008395828,0.003650538,0.02313527,0.02184919,0.2047923],"study_design_scores_gemma":[0.00002806662,0.0002417847,0.5973647,0.001410097,0.000146359,0.0007069158,0.3140185,0.001295854,0.002042285,0.002221658,0.0804446,0.00007915319],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9232712,0.003079689,0.0005702773,0.003688046,0.0001910338,0.00007443524,0.002310878,0.00003367198,0.06678071],"genre_scores_gemma":[0.9898843,0.003293469,0.0004334692,0.0003301981,0.0005906076,0.00006150728,0.001339772,0.00005859161,0.004008077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01165769,"threshold_uncertainty_score":0.02285266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03254812679096453,"score_gpt":0.3624830192705305,"score_spread":0.329934892479566,"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."}}