{"id":"W4385724552","doi":"10.1080/10714421.2023.2242070","title":"The public’s appropriation of multimodal discourses of fake news on social media","year":2023,"lang":"en","type":"article","venue":"The Communication Review","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Simon Fraser University","funders":"","keywords":"Appropriation; Politics; Media studies; Social media; Polarization (electrochemistry); Tone (literature); Variety (cybernetics); Sociology; Political science; Law; Linguistics; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003158147,0.00004854129,0.0001346061,0.00003140109,0.0006562526,0.00003503419,0.0008058618,0.00003106365,0.0000838928],"category_scores_gemma":[0.002831636,0.00002623369,0.00007125226,0.0005912407,0.0003375212,0.000159496,0.0000793409,0.00009485767,0.0000690787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002247965,"about_ca_system_score_gemma":0.0001125887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001451804,"about_ca_topic_score_gemma":0.0007538579,"domain_scores_codex":[0.9982972,0.0008085282,0.0003465227,0.00003738508,0.000400589,0.0001097493],"domain_scores_gemma":[0.9978667,0.0009866514,0.00043615,0.0005076374,0.0001746555,0.0000281476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000433201,0.00002669841,0.00001274468,0.00008783602,0.00001269907,6.143666e-9,0.03887308,0.000001472686,0.000006486594,0.2981432,0.05100414,0.6118273],"study_design_scores_gemma":[0.0001841928,0.00001166468,0.006404415,0.0005515745,0.00002562956,1.11743e-7,0.02889278,0.0001468511,0.00002851468,0.003100205,0.960567,0.0000870547],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02191412,0.04577854,0.00008455091,0.8121407,0.0004551008,0.002312888,0.00004047252,0.0001916982,0.1170819],"genre_scores_gemma":[0.6920376,0.3068827,0.00004482153,0.0006183655,0.00004781626,0.00001414355,0.00003710594,0.000004469461,0.0003129317],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9095629,"threshold_uncertainty_score":0.5047431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.147877119743166,"score_gpt":0.4111246868497316,"score_spread":0.2632475671065656,"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."}}