{"id":"W2320569526","doi":"10.7459/ept/23.2.02","title":"Education, Training and Employment Options in the Emerging Knowledge- Based Economy and Society","year":2001,"lang":"en","type":"article","venue":"Educational Practice and Theory","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Training (meteorology); Knowledge society; Knowledge economy; Business; Economics; Psychology; Political science; Knowledge management; Economy; Computer science; Geography","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":[0.00272152,0.0000657316,0.00006591098,0.00005899943,0.0006827911,0.0001652728,0.00006524988,0.00003806437,0.0001434635],"category_scores_gemma":[0.0005202835,0.00005674625,0.00001815031,0.0001772986,0.0001838397,0.0004721946,0.00001025033,0.0001074966,0.0000076694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004366269,"about_ca_system_score_gemma":0.00134486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007418811,"about_ca_topic_score_gemma":0.0002118086,"domain_scores_codex":[0.9989692,0.0005268303,0.0001444425,0.000152888,0.00007600527,0.0001306534],"domain_scores_gemma":[0.9972872,0.002368585,0.00008544202,0.00008535438,0.00009595836,0.00007744833],"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":[0.0000022627,0.0001459356,0.003618854,0.000006700991,0.000008237087,3.979695e-8,0.2181992,7.290693e-7,9.882442e-7,0.7635991,0.00296692,0.01145107],"study_design_scores_gemma":[0.00007180715,0.000005647099,0.01898871,0.00001509986,0.00001194282,0.000009817692,0.3583944,0.000006788927,1.494709e-7,0.03718479,0.5852553,0.00005550922],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3557509,0.006874187,0.0001131043,0.3067097,0.0005842623,0.0004599805,0.000002711824,0.00001723542,0.3294879],"genre_scores_gemma":[0.98875,0.0009306116,0.0005501502,0.005855611,0.0009451594,0.0001214622,0.000006731355,0.00000545696,0.002834857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7264143,"threshold_uncertainty_score":0.5251547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05134402537981735,"score_gpt":0.4127229360158322,"score_spread":0.3613789106360148,"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."}}