{"id":"W1538166978","doi":"","title":"Education, knowledge and economy","year":2007,"lang":"en","type":"book","venue":"Routledge eBooks","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Knowledge economy; Economics; Economy","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":[0.0003579428,0.0002063104,0.0002334416,0.000156732,0.000491113,0.0001061433,0.0002478051,0.0003974524,0.0001772847],"category_scores_gemma":[0.00003871202,0.0001809509,0.00009570592,0.00003188404,0.0005464616,0.00005639033,0.00007117412,0.000242702,0.0004443107],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006310993,"about_ca_system_score_gemma":0.006163414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006684933,"about_ca_topic_score_gemma":0.001951291,"domain_scores_codex":[0.9989656,0.0000298453,0.0002515929,0.0002721623,0.0001352184,0.0003456452],"domain_scores_gemma":[0.9990339,0.00007723355,0.0001385983,0.0001963244,0.0002493553,0.0003046108],"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":[0.000001223544,0.0000189021,0.00001340905,0.00003005817,0.00001584529,2.274118e-7,0.005606968,1.396032e-8,8.639432e-8,0.5857849,0.3770865,0.03144196],"study_design_scores_gemma":[0.00005656185,0.000009878413,0.00007373238,0.00006959719,0.0000220854,0.000002257353,0.0009400551,2.571038e-7,0.000001002362,0.1146181,0.8839955,0.0002110128],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000637946,0.003672317,0.000004639756,0.0005412277,0.001644943,0.000344358,0.000009833601,0.00005700989,0.9936619],"genre_scores_gemma":[0.00137093,0.0000951479,0.00004979378,0.0007484177,0.004547282,0.00002261644,0.00003558158,0.0000279495,0.9931023],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.506909,"threshold_uncertainty_score":0.9994707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01523991094165013,"score_gpt":0.3266492238196964,"score_spread":0.3114093128780462,"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."}}