{"id":"W4205811441","doi":"10.7227/jace.12.1.9","title":"Reviews: NIACE Lifelines in Adult Learning, Web-Based Distance Education for Adults, Learning Journeys: A Handbook for Tutors and Managers in Adult Education Working with People with Mental Health Difficulties, the Learning Brain: Lessons for Education, Teaching Adult English Language Learners, Science in the Countryside. Lifelong Learning for Ecological Citizenship, the Tertiary Moment: What Road to Inclusive Higher Education?, Closing the Equity Gap: The Impact of Widening Participation Strategies in the UK and the USA, Adults in Higher Education – Learning from Experience in the New Europe, 14–19 Education Policy, Leadership and Learning, Demography and Older Learners: Approaches to a New Policy Challenge","year":2006,"lang":"en","type":"article","venue":"Journal of Adult and Continuing Education","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Adult education; Mental health; Distance education; Adult Learning; Lifelong learning; Psychology; Pedagogy; Educational technology; Medical education; Sociology; Mathematics education; Medicine","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":[0.002765882,0.001323692,0.002799743,0.00513471,0.0007593818,0.002732635,0.001945771,0.003619042,0.02655792],"category_scores_gemma":[0.009457426,0.0006937429,0.001213154,0.01338463,0.001076711,0.003757284,0.001364743,0.002134056,0.01113832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001977111,"about_ca_system_score_gemma":0.005300497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01214438,"about_ca_topic_score_gemma":0.0258454,"domain_scores_codex":[0.9977942,0.0006446677,0.0004428121,0.0001647901,0.0008415034,0.0001119736],"domain_scores_gemma":[0.9917115,0.004688824,0.0009015045,0.0001723389,0.002030496,0.0004952893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006951494,0.00003760339,0.0001570539,0.05832055,0.00008423896,0.0001077039,0.0002857627,0.0001617978,0.0001844947,0.001144318,0.7117928,0.2276542],"study_design_scores_gemma":[0.00003004318,0.00003994259,0.001164461,0.02095576,0.0001003211,0.0002529809,0.0001878618,0.0000286568,0.00006001275,0.0003893922,0.9767731,0.00001749149],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001081513,0.9893845,0.0001673601,0.003190066,0.00401565,0.00006126505,0.0001894473,0.00002327196,0.002860314],"genre_scores_gemma":[0.001187042,0.9833302,0.0006128866,0.003892333,0.002404501,0.0001728438,0.0002522482,0.00002464132,0.008123307],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02655792,"threshold_uncertainty_score":0.08884507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05907632987196635,"score_gpt":0.3822293951006184,"score_spread":0.323153065228652,"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."}}