{"id":"W2355906713","doi":"","title":"Objectives of Talent Cultivation in Higher Education of the 21~(st).Century:An Analysis of National Qualifications Frameworks in England,Germany and Canada","year":2011,"lang":"en","type":"article","venue":"Comparative Education Review","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Apprehension; Ambiguity; Work (physics); Knowledge economy; Sociology; Industrial Revolution; Higher education; Lifelong learning; Public relations; Pedagogy; Political science; Management; Psychology; Engineering; Economics; 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":[0.00096907,0.00009242469,0.000340416,0.0002397463,0.00008063349,0.000008554848,0.0002308476,0.00006848955,0.000581742],"category_scores_gemma":[0.0006147228,0.00008038648,0.00004896042,0.001877567,0.000201193,0.0003198641,0.00001599891,0.0001938641,7.421616e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002756279,"about_ca_system_score_gemma":0.004000821,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2227282,"about_ca_topic_score_gemma":0.2902806,"domain_scores_codex":[0.9974402,0.001262443,0.0006241698,0.0001962774,0.0003848418,0.00009205721],"domain_scores_gemma":[0.9974952,0.0004297343,0.000963286,0.0002171078,0.0008441444,0.00005047448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001164845,0.001530407,0.7357538,0.0003226763,0.0001068834,1.143702e-8,0.1497034,0.00008466336,0.00005718367,0.1099103,0.0007976583,0.001721432],"study_design_scores_gemma":[0.0000569417,0.000008736941,0.9446599,0.0005640081,0.00009380186,6.630513e-8,0.01192144,0.00001184938,0.00004125653,0.0002843093,0.04228178,0.00007585912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748399,0.01264511,0.00001309744,0.002826667,0.0006095922,0.0007663741,0.0000190403,0.000004860758,0.0082754],"genre_scores_gemma":[0.9963236,0.002634185,0.0002290542,0.000221864,0.00003855886,0.000123472,0.00004897789,0.000003771218,0.0003765603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2089061,"threshold_uncertainty_score":0.7824477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1185099011574426,"score_gpt":0.4386859340776876,"score_spread":0.320176032920245,"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."}}