{"id":"W2272385441","doi":"10.1177/0263276415625333","title":"Biopolitical Marketing and Social Media Brand Communities","year":2016,"lang":"en","type":"article","venue":"Theory Culture & Society","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Ideology; Sociology; Public relations; Capitalism; Social media; Set (abstract data type); Marketing; Advertising; Political science; Business; Politics; 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":[0.001904128,0.000309783,0.0001448252,0.001984466,0.004027966,0.007147866,0.0006157913,0.001456686,0.006583525],"category_scores_gemma":[0.002912644,0.0001896586,0.0001865581,0.0009866524,0.02155414,0.007706273,0.005454208,0.001600826,0.0004161476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002031965,"about_ca_system_score_gemma":0.001184188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009219747,"about_ca_topic_score_gemma":0.001452835,"domain_scores_codex":[0.9983928,0.00084639,0.00003514869,0.0001688832,0.0003679318,0.0001889443],"domain_scores_gemma":[0.9968013,0.001594856,0.0006840373,0.000341441,0.0002091313,0.0003692425],"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":[0.000009992415,0.00004153603,0.001232051,0.00003325793,0.000003252209,0.0001013797,0.01579864,0.0001032979,0.0002630975,0.9675294,0.0004938928,0.01439028],"study_design_scores_gemma":[0.00001889062,0.00007022083,0.004471288,0.0002158935,0.00001152622,0.0005088396,0.03691478,0.00175047,0.0009641108,0.8316267,0.1234253,0.00002212346],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2583244,0.002669995,0.02973632,0.0131328,0.0001926444,0.00007030238,0.00002543863,0.00005768292,0.6957904],"genre_scores_gemma":[0.987694,0.0005442153,0.002249045,0.0004944963,0.0001352884,0.0000350786,0.000008032801,0.00001604429,0.00882375],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007147866,"threshold_uncertainty_score":0.02202404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02785976580319647,"score_gpt":0.2412527421159354,"score_spread":0.213392976312739,"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."}}