{"id":"W4319437770","doi":"10.20431/2347-3134.1012005","title":"Media Agenda against Bernie Sanders? Examining the Emotional Tone of US Political News Articles","year":2022,"lang":"en","type":"article","venue":"International Journal on Studies in English Language and Literature","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cambrian College","funders":"","keywords":"Tone (literature); Politics; Political science; Psychology; Media studies; Sociology; Art; Literature; Law","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":[0.0006967009,0.0001220139,0.000131553,0.000626964,0.0009358221,0.001451806,0.000108556,0.0002660626,0.003193256],"category_scores_gemma":[0.005914779,0.00008163726,0.0001000396,0.0005128674,0.0005496499,0.0004659927,0.000592418,0.0004751919,0.0004140906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003933449,"about_ca_system_score_gemma":0.0002530936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004395805,"about_ca_topic_score_gemma":0.01320082,"domain_scores_codex":[0.9996601,0.0001370063,0.00001625991,0.00003216156,0.00008887861,0.00006560408],"domain_scores_gemma":[0.9965369,0.001229245,0.001450947,0.00009189372,0.000397757,0.0002933314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001328257,0.0001940861,0.7809379,0.0003775189,0.000160581,0.001612942,0.1009098,0.00004767157,0.0153857,0.001524335,0.01388106,0.08364021],"study_design_scores_gemma":[0.000008023217,0.000102222,0.8978849,0.00009555491,0.00003233615,0.0004652714,0.08677036,0.00005015519,0.001275229,0.0001424732,0.01315819,0.00001528069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917073,0.000364552,0.00002516966,0.0009664895,0.00004750586,0.000005050025,0.00005177483,0.000002269492,0.006829795],"genre_scores_gemma":[0.9968994,0.0004638628,0.00004398355,0.0004704435,0.00007003367,0.000008126261,0.00004774752,0.000002784593,0.001993694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004395805,"threshold_uncertainty_score":0.01068252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04751170666465827,"score_gpt":0.3649809794669802,"score_spread":0.317469272802322,"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."}}