{"id":"W2494294065","doi":"10.4018/978-1-61520-835-7.ch008","title":"Justification Based on Rational Training","year":2010,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Rationalization (economics); Alienation; Workforce; Public relations; Workplace learning; Psychology; Sociology; Social psychology; Political science; Work (physics); Engineering","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":[0.01295518,0.0007905086,0.0008461282,0.001875209,0.005748328,0.006541142,0.002376084,0.007894229,0.01266814],"category_scores_gemma":[0.02107758,0.0004428829,0.001149284,0.0007830477,0.04299277,0.009935405,0.006521041,0.00961553,0.00203593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008921796,"about_ca_system_score_gemma":0.005413427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004534422,"about_ca_topic_score_gemma":0.003642356,"domain_scores_codex":[0.9865093,0.006523049,0.0005464935,0.002148841,0.002886513,0.001385868],"domain_scores_gemma":[0.9912876,0.004737332,0.0005074317,0.001518638,0.001551232,0.0003977096],"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":[0.000002788317,0.000003307926,0.00002304954,0.00001015754,0.000001046928,0.0000173073,0.0003616353,0.0001304442,0.00001847351,0.9976198,0.000978309,0.0008336676],"study_design_scores_gemma":[0.00001122604,0.000007188228,0.00004444,0.00006655335,0.000002140331,0.00003505293,0.000343948,0.0006744413,0.0001033071,0.9546794,0.04402421,0.000008068541],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01192598,0.001719018,0.08051807,0.06972186,0.001287597,0.0001972896,0.0001101003,0.0001741291,0.8343459],"genre_scores_gemma":[0.8620747,0.001210477,0.04088297,0.01566722,0.0009089103,0.0006496041,0.00016273,0.00026511,0.07817842],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01295518,"threshold_uncertainty_score":0.06851435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03639678988227016,"score_gpt":0.2694723047470944,"score_spread":0.2330755148648242,"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."}}