{"id":"W15463280","doi":"10.1016/0169-4758(90)90150-3","title":"The University Student in a Reflexive Society: Consequences of Consumerism and Competition","year":2005,"lang":"en","type":"article","venue":"","topic":"Social and Cultural Dynamics","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Reflexivity; Consumerism; Context (archaeology); Public relations; Sociology; Government (linguistics); Competition (biology); Higher education; Prestige; Political science; Elite; Political economy; Social science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002025072,0.00002541269,0.00004920711,0.000004457445,0.0003545596,0.00001424844,0.00007067064,0.00003125896,0.00002874081],"category_scores_gemma":[0.00001155953,0.00001761458,0.00002216461,0.00009225161,0.000940787,0.00006972127,0.00001810011,0.00003851662,0.000002143952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005794075,"about_ca_system_score_gemma":0.00004549585,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002786342,"about_ca_topic_score_gemma":0.02847519,"domain_scores_codex":[0.9996386,0.00007535351,0.00005520274,0.00005193876,0.0001021717,0.00007674877],"domain_scores_gemma":[0.9997987,0.00009168246,0.00003117957,0.00002158305,0.00003614492,0.00002066634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007310289,0.00002039175,0.01538938,0.000001726184,0.00001256749,6.019467e-7,0.04824025,0.000002515938,0.000242236,0.9273034,0.0001705563,0.008609093],"study_design_scores_gemma":[0.0004279903,0.00003251765,0.1226453,0.00001986424,0.00001439497,4.666062e-7,0.7571227,0.00006304053,0.00007045089,0.01099538,0.1084845,0.000123414],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9575834,0.0001334422,0.000008288622,0.007460299,0.00002929442,0.00008135119,0.000001986345,0.00001220856,0.03468969],"genre_scores_gemma":[0.9962996,0.001476,0.0001539118,0.00008727184,0.00001833396,3.569892e-7,4.716192e-7,5.881948e-7,0.001963463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.916308,"threshold_uncertainty_score":0.9892526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01858596974521183,"score_gpt":0.312391267857821,"score_spread":0.2938052981126092,"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."}}