{"id":"W4214834123","doi":"10.17829/turcom.1050696","title":"The COVID-19 Infodemic: Misinformation About Health on Social Media in Istanbul","year":2022,"lang":"en","type":"article","venue":"Türkiye İletişim Araştırmaları Dergisi","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Misinformation; Social media; Pandemic; Internet privacy; The Internet; Adversary; Coronavirus disease 2019 (COVID-19); Psychology; Political science; Public relations; Sociology; Medicine; Computer science; Computer security; World Wide Web; Law; Disease","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005977435,0.0002483898,0.0003203204,0.0003760333,0.005851886,0.0003584647,0.0008314242,0.0001347312,0.001621342],"category_scores_gemma":[0.002390248,0.0002260264,0.0001392928,0.001198481,0.0003639972,0.0007355262,0.000165562,0.0007794196,0.0002780265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001977888,"about_ca_system_score_gemma":0.002321308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001478726,"about_ca_topic_score_gemma":0.005003619,"domain_scores_codex":[0.9948627,0.001050899,0.0009870232,0.0002542068,0.001819315,0.001025879],"domain_scores_gemma":[0.9973031,0.001119615,0.0006119793,0.0003461802,0.00008199665,0.0005371401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002216725,0.00009362538,0.0002190712,0.00003432455,0.0000156843,0.000007827556,0.471887,0.001535683,0.000003203892,0.1617416,0.330617,0.03362324],"study_design_scores_gemma":[0.00102663,0.00006103243,0.004663122,0.00001008394,0.000003852583,0.000007837466,0.08090576,0.0002877861,0.000003587518,0.001323098,0.9114451,0.0002621419],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2971875,0.001577235,0.0005610461,0.3678442,0.003967891,0.002883762,0.000309706,0.000867771,0.3248009],"genre_scores_gemma":[0.9527037,0.001141888,0.00005833298,0.04339883,0.000327992,0.000059209,0.0001360824,0.00002761118,0.002146392],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6555161,"threshold_uncertainty_score":0.9992913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07991028549645446,"score_gpt":0.3821128910549815,"score_spread":0.3022026055585271,"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."}}