{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008257573,0.00008110556,0.0001449229,0.0001099273,0.0004926634,0.00008464137,0.0003531049,0.00002693954,0.0000801409],"category_scores_gemma":[0.001537572,0.00005765879,0.00004991333,0.0001888281,0.0002504138,0.0001186014,0.0002399999,0.0005047204,3.798111e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001483803,"about_ca_system_score_gemma":0.00004334539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008508217,"about_ca_topic_score_gemma":0.0004193385,"domain_scores_codex":[0.998403,0.0003874861,0.0002558156,0.0001080114,0.0006630651,0.0001826278],"domain_scores_gemma":[0.998623,0.000831214,0.0001242978,0.0000958064,0.0002761654,0.00004956711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008396958,0.000125919,0.007250682,0.000006454899,0.0002071793,0.0002421391,0.886238,0.0000590378,0.00003411225,0.08331987,0.002963013,0.0194696],"study_design_scores_gemma":[0.000618097,0.00006424214,0.00355512,0.0001437889,0.00001198271,0.00003063618,0.9424007,0.00001455997,0.00001344677,0.001670884,0.05138157,0.00009499556],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967931,0.01243664,0.000002773059,0.006023828,0.001711054,0.00007178112,0.00003766658,0.00001102869,0.01177428],"genre_scores_gemma":[0.9931458,0.003664329,0.00007505134,0.001759314,0.001179261,0.00001356844,0.00001328819,0.000004947358,0.000144395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08164898,"threshold_uncertainty_score":0.3789218,"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."}}