{"id":"W2467546757","doi":"10.1177/1940161216658156","title":"Book Review: <i>Brand Command: Canadian Politics and Democracy in the Age of Message Control</i> MarlandAlexBrand Command: Canadian Politics and Democracy in the Age of Message Control. Vancouver: University of British Columbia Press, 2016. 528 pp. $39.95 (hardcover). ISBN 9780774832038.","year":2016,"lang":"en","type":"article","venue":"The International Journal of Press/Politics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Democracy; Politics; Control (management); Political science; Advertising; Computer science; Business; Law; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007159092,0.001643176,0.002027752,0.005225829,0.001354784,0.004181739,0.002296433,0.002252914,0.08355334],"category_scores_gemma":[0.004475479,0.00055415,0.0006332313,0.01254464,0.001102282,0.002212863,0.001170105,0.002542243,0.03794383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006391239,"about_ca_system_score_gemma":0.01469426,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.167168,"about_ca_topic_score_gemma":0.3640853,"domain_scores_codex":[0.9991154,0.0000582642,0.00004604456,0.00008420056,0.0006009792,0.00009500278],"domain_scores_gemma":[0.996799,0.000710913,0.0002151788,0.00005133498,0.001877757,0.0003457653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007276838,0.000003144748,0.00002270922,0.0009525861,0.00000583953,0.00001101933,0.00001719153,0.0000186624,0.00003105943,0.0003026237,0.955819,0.0428088],"study_design_scores_gemma":[0.000004658402,0.000004954773,0.000281356,0.001111654,0.00001077313,0.00007201412,0.00002734774,0.00001041346,0.00002433762,0.0001783691,0.9982662,0.000008034932],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.00009998347,0.9269928,0.000172932,0.01809426,0.01790022,0.00004397887,0.001159335,0.00008870201,0.03544771],"genre_scores_gemma":[0.00164604,0.8562343,0.0003286785,0.00844039,0.009336275,0.00006764951,0.00147692,0.00008172059,0.1223879],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.832832,"threshold_uncertainty_score":0.3323899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008891857317264015,"score_gpt":0.2387548818005782,"score_spread":0.2298630244833142,"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."}}