{"id":"W4415714546","doi":"10.1016/j.ssmqr.2025.100661","title":"Blame and epidemics: A methodological commentary on qualitative social media research","year":2025,"lang":"en","type":"article","venue":"SSM - Qualitative Research in Health","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Université du Québec à Montréal","funders":"Social Sciences and Humanities Research Council of Canada; Université du Québec à Montréal","keywords":"Blame; Qualitative research; Neglect; Qualitative property; Social media; Politics","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.2634187,0.0001608332,0.0005504678,0.001489921,0.002308907,0.000145533,0.000445777,0.0002344593,0.000176953],"category_scores_gemma":[0.06534818,0.0001414711,0.00006087287,0.002997799,0.003539034,0.0003662303,0.0002381568,0.002280969,0.00006925628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001679917,"about_ca_system_score_gemma":0.001988266,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01016678,"about_ca_topic_score_gemma":0.003862932,"domain_scores_codex":[0.8436562,0.1504018,0.001013657,0.0005200074,0.002571406,0.001836931],"domain_scores_gemma":[0.875201,0.1230751,0.0001609569,0.0002209899,0.0007786949,0.0005631461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000140109,0.00007068806,0.00001459567,0.0001047272,0.00001035693,0.000001534762,0.5410832,4.093646e-7,0.000002352325,0.38199,0.064135,0.01244701],"study_design_scores_gemma":[0.0004638399,0.0002463589,0.0006397031,0.000198988,5.212942e-7,8.121183e-8,0.6742888,0.00002972141,0.000006678875,0.3048742,0.01916806,0.00008308568],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1723602,0.001194901,0.0007333996,0.73135,0.0003154813,0.002458602,0.0001611976,0.0000918337,0.09133445],"genre_scores_gemma":[0.976083,0.00339299,0.004963478,0.01361382,0.0004472622,0.0001225289,0.00005068606,0.00002007096,0.00130617],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8037229,"threshold_uncertainty_score":0.9991727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8951948978316362,"score_gpt":0.7855242621724766,"score_spread":0.1096706356591596,"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."}}