{"id":"W651274635","doi":"10.1163/ej.9789004211025.i-342","title":"The age of knowledge : the dynamics of universities, knowledge and society","year":2012,"lang":"en","type":"book","venue":"","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Knowledge society; Sociology of scientific knowledge; Political science; Globalization; Sociology; Knowledge economy; Social science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006726404,0.00009727087,0.0001644194,0.00001457058,0.0003850532,0.00001418957,0.0003480515,0.0001538644,0.0001254172],"category_scores_gemma":[0.0000109971,0.00005976478,0.00009885076,0.00009848235,0.001023991,0.0000608134,0.000109877,0.0001359831,0.00001575873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005131949,"about_ca_system_score_gemma":0.00371348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005175992,"about_ca_topic_score_gemma":0.007547224,"domain_scores_codex":[0.9992635,0.00007664986,0.000179491,0.0000987996,0.0002108747,0.0001706382],"domain_scores_gemma":[0.9988775,0.0004889349,0.0001961079,0.0001730524,0.0002221407,0.00004222474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001234338,0.00002267078,0.000123799,0.00003254676,0.0000508198,3.835658e-8,0.08504191,2.481065e-8,2.181325e-7,0.5300626,0.381207,0.003457134],"study_design_scores_gemma":[0.00005187367,0.000005455517,0.00182924,0.00003874044,0.0000290418,6.928737e-8,0.02688559,0.000002332109,0.000001089089,0.001600118,0.9694786,0.00007781963],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000232823,0.005449526,0.00003966516,0.0005145936,0.0006945396,0.0001628786,0.00003002436,0.00001002669,0.9928659],"genre_scores_gemma":[0.004012354,0.003761955,0.00008602174,0.00003369448,0.0002419635,0.00000289171,0.00001543415,0.000007463854,0.9918382],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5882717,"threshold_uncertainty_score":0.6587554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01449677035819312,"score_gpt":0.2849085439232307,"score_spread":0.2704117735650375,"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."}}