{"id":"W2421404165","doi":"","title":"Understanding the Impact of the Transnational Promotional Class on Political Communication","year":2015,"lang":"en","type":"article","venue":"International journal of communication","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Political communication; Legitimacy; Intermediary; Public relations; Sociology; Field (mathematics); Communication studies; Qualitative research; Political science; Social science; Marketing; Business; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002678702,0.0000875813,0.0001360225,0.0001063667,0.0004510591,0.00007689164,0.002587413,0.00006826369,0.00004196561],"category_scores_gemma":[0.0009651888,0.00005211453,0.0002349463,0.0002305383,0.0006776391,0.0002896381,0.0001721281,0.000417052,0.000002443729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001224817,"about_ca_system_score_gemma":0.0007377372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002992076,"about_ca_topic_score_gemma":0.0003098519,"domain_scores_codex":[0.9966904,0.001274888,0.0005282899,0.00005906609,0.001304006,0.0001433477],"domain_scores_gemma":[0.9959853,0.001081646,0.0006929413,0.0005598373,0.001587886,0.00009238099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008362451,0.0001814398,0.003160136,6.94602e-7,0.0001599424,1.410014e-7,0.006433886,0.001041443,0.00002870332,0.9865431,0.001893112,0.0004737497],"study_design_scores_gemma":[0.003118715,0.0004625638,0.1118882,0.0003866326,0.0001406162,0.0000579978,0.04332231,0.003048266,0.0002650349,0.8028328,0.0341577,0.0003191227],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2493758,0.0009705672,0.004196549,0.5808794,0.001304747,0.0007264187,0.00004300761,0.00003123497,0.1624723],"genre_scores_gemma":[0.9990234,0.0002744814,0.0002665876,0.0002061673,0.0001385541,0.000007997299,0.00001233213,0.000007082913,0.00006342281],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7496476,"threshold_uncertainty_score":0.4808101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2265673042427436,"score_gpt":0.4247862106259517,"score_spread":0.198218906383208,"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."}}