{"id":"W2483990228","doi":"10.4018/978-1-61520-835-7.ch009","title":"Operationalization from Dehumanizing Ideologies","year":2010,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Commodification; Operationalization; Ideology; Dehumanization; Workforce; Sociology; Offshoring; Public relations; Political science; Business; Epistemology; Economics; Marketing; Outsourcing; Market economy; Politics","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":[0.01760526,0.00145684,0.00088482,0.005495771,0.006477256,0.0112217,0.002431493,0.004211687,0.004769712],"category_scores_gemma":[0.01808765,0.0006137558,0.001132905,0.002173411,0.08975838,0.01925971,0.01801127,0.008561187,0.0006978376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005033498,"about_ca_system_score_gemma":0.004396131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001529586,"about_ca_topic_score_gemma":0.001134746,"domain_scores_codex":[0.9832654,0.00947381,0.0008245154,0.002030598,0.002902663,0.001503027],"domain_scores_gemma":[0.9823032,0.009538375,0.002163977,0.002683296,0.002308903,0.001002224],"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":[0.000007438378,0.00001188574,0.0004174132,0.00004438603,0.000005232011,0.0001127961,0.01692532,0.0001609796,0.0001004249,0.9780117,0.000550291,0.003652217],"study_design_scores_gemma":[0.0000116431,0.00002692235,0.0005097783,0.0003517012,0.000009495372,0.0004176032,0.01890367,0.0005129174,0.0003331505,0.9175456,0.06135071,0.00002687151],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.098093,0.006275305,0.1965768,0.03469894,0.001591207,0.0002998212,0.0001669629,0.0001859611,0.6621119],"genre_scores_gemma":[0.9430912,0.002710342,0.03570768,0.006012979,0.0007030766,0.0005848844,0.0001850269,0.0002171548,0.01078778],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01760526,"threshold_uncertainty_score":0.09310663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02812540976010149,"score_gpt":0.3016538138426602,"score_spread":0.2735284040825587,"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."}}