{"id":"W2564624835","doi":"10.3138/cpp.2016-037","title":"Strategic Management of Media Relations: Communications Centralization and Spin in the Government of Canada","year":2016,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Government (linguistics); Corporate governance; Control (management); Prime minister; Public relations; Public administration; Political science; Social media; Media management; Politics; Business; Sociology; Management; Law; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.003584462,0.0003176971,0.0002630903,0.002509352,0.02927792,0.01285329,0.001207577,0.001097186,0.003257491],"category_scores_gemma":[0.01027394,0.0003698407,0.0001708008,0.004100837,0.01359592,0.003315503,0.005217536,0.002674512,0.0001967728],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1679261,"about_ca_system_score_gemma":0.3052178,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9882289,"about_ca_topic_score_gemma":0.9941921,"domain_scores_codex":[0.9934869,0.001213113,0.0001422032,0.0003630566,0.001797973,0.002996745],"domain_scores_gemma":[0.9926093,0.001804553,0.0009782884,0.0002561004,0.001967466,0.002384259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000253849,0.0001601757,0.1051703,0.0002999382,0.00004745073,0.001603239,0.4331797,0.002965121,0.003097186,0.2475162,0.01692151,0.1887853],"study_design_scores_gemma":[0.00003582474,0.00008470473,0.1665887,0.0002739342,0.00004165015,0.0002170815,0.6332572,0.002624336,0.001862657,0.01820915,0.1766427,0.0001620768],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.792657,0.001978751,0.001697815,0.02617581,0.00007855633,0.0001816368,0.0001380696,0.00007515145,0.1770173],"genre_scores_gemma":[0.9919668,0.000458448,0.0004178742,0.000350209,0.000007958123,0.00001412808,0.00002779333,0.000009491133,0.00674729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1679261,"threshold_uncertainty_score":0.9650877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05071099733705864,"score_gpt":0.2894985034154294,"score_spread":0.2387875060783707,"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."}}