{"id":"W80578284","doi":"10.1007/978-94-007-2360-3_36","title":"Lifelong Learning: How Far Have We Come?","year":2011,"lang":"en","type":"book-chapter","venue":"","topic":"Global Education Systems and Policies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Victoria General Hospital","funders":"","keywords":"Lifelong learning; Computer science; Cognitive science; Psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001963167,0.0007554467,0.0007020118,0.0005896197,0.002495333,0.01089978,0.0009718483,0.004944484,0.02010789],"category_scores_gemma":[0.00289418,0.0002108483,0.0003066612,0.0009572652,0.005835876,0.01176372,0.002785243,0.009477518,0.007182334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00588775,"about_ca_system_score_gemma":0.01053636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008820759,"about_ca_topic_score_gemma":0.01566754,"domain_scores_codex":[0.9991774,0.0003076468,0.00002629181,0.00009220367,0.000236135,0.000160283],"domain_scores_gemma":[0.9986064,0.0004563676,0.0000558731,0.00005027181,0.0002871799,0.0005440676],"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":[0.00001668238,0.0000624385,0.0001644979,0.0003533804,0.000005895926,0.00003008177,0.002049295,0.00009797909,0.00006540622,0.4502539,0.3612792,0.1856213],"study_design_scores_gemma":[0.00000373058,0.000009728667,0.0002167681,0.0007485236,0.000002786927,0.00003063947,0.00124248,0.00004054903,0.00004313414,0.07596432,0.9216882,0.000009078421],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001474782,0.3035495,0.002135875,0.3425335,0.01791265,0.00002897256,0.0001347418,0.0001211013,0.3321088],"genre_scores_gemma":[0.04687285,0.2676592,0.003977113,0.118084,0.01214405,0.0001687689,0.0003183263,0.0002360462,0.5505397],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02010789,"threshold_uncertainty_score":0.0672676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07696173118138219,"score_gpt":0.3161161061357236,"score_spread":0.2391543749543414,"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."}}