{"id":"W1931753714","doi":"10.1111/tsq.12101","title":"Defending the Right Lines of Division: Ritzer's Prosumer Capitalism in the Age of Commercial Customer Surveillance and Big Data","year":2015,"lang":"en","type":"article","venue":"Sociological Quarterly","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Prosumer; Capitalism; Division (mathematics); Big data; Business; Sociology; Political science; Computer science; Law; Engineering; Operating system","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":[0.01544676,0.000589415,0.0005788796,0.001895954,0.007665435,0.01957954,0.002066122,0.006574466,0.003813327],"category_scores_gemma":[0.02673104,0.0004018882,0.0004297413,0.002893869,0.04499244,0.03747626,0.006472875,0.01581044,0.001291308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004401784,"about_ca_system_score_gemma":0.004388151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004823009,"about_ca_topic_score_gemma":0.005514279,"domain_scores_codex":[0.9919937,0.003880193,0.0001971192,0.001112696,0.002336689,0.0004796262],"domain_scores_gemma":[0.9829184,0.01255806,0.0007950666,0.0015691,0.001520679,0.0006387202],"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":[0.000009428766,0.000008260379,0.0001143935,0.00002250234,0.000003919796,0.00004041072,0.007399775,0.00005925004,0.00003218967,0.9260276,0.05807222,0.008210089],"study_design_scores_gemma":[0.00001042315,0.00001454674,0.0002831205,0.000228527,0.000006875024,0.0001071082,0.006011407,0.0005699892,0.0002813736,0.5998852,0.3925692,0.00003225274],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009419507,0.01540179,0.01743628,0.7464823,0.004155308,0.00003798214,0.0001185314,0.0001129328,0.2068353],"genre_scores_gemma":[0.6452463,0.01775759,0.01612141,0.216986,0.01424253,0.0002921224,0.0001389144,0.0004453528,0.08876977],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01957954,"threshold_uncertainty_score":0.08169121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1012026569013006,"score_gpt":0.3091734764276908,"score_spread":0.2079708195263902,"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."}}