{"id":"W141918626","doi":"10.1007/978-94-007-2360-3_2","title":"The Changing University, Lifelong Learning, and Personal Fulfilment","year":2011,"lang":"en","type":"book-chapter","venue":"","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Lifelong learning; Psychology; Sociology; Pedagogy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003033584,0.00009388472,0.00007922521,0.00004967413,0.001278703,0.00005977296,0.0001177269,0.00009755386,0.002567373],"category_scores_gemma":[0.0000103095,0.00007524605,0.00003649241,0.00002524732,0.0001885694,0.00005400188,0.00007486111,0.0001496048,0.0001716355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001422719,"about_ca_system_score_gemma":0.0003274434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004029029,"about_ca_topic_score_gemma":0.00108444,"domain_scores_codex":[0.9992868,0.00002142752,0.00006751491,0.0001552778,0.0002775482,0.0001914541],"domain_scores_gemma":[0.999658,0.00006109956,0.00009067968,0.00004465261,0.00005801325,0.00008754894],"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":[0.000004053006,0.000003414296,0.0007587834,0.000002793091,0.0000341509,0.000003919128,0.04825671,1.428738e-8,8.232104e-8,0.9162953,0.01578818,0.01885261],"study_design_scores_gemma":[0.00004037948,0.000007934675,0.0003630607,0.00002358164,0.000009130835,3.919584e-7,0.006042565,2.300361e-7,4.314528e-7,0.001514008,0.9918844,0.0001138739],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001672216,0.0005517397,0.00002560835,0.00176382,0.0003256382,0.00009797903,9.852714e-7,0.00003444855,0.9970326],"genre_scores_gemma":[0.005359125,0.005943151,0.00007075912,0.0001404237,0.0002300437,7.668951e-7,0.000002051932,0.000008040422,0.9882457],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9760962,"threshold_uncertainty_score":0.9983444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01925990697452397,"score_gpt":0.2492747308563703,"score_spread":0.2300148238818463,"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."}}