{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.007331709,0.0004342696,0.0005046544,0.0006408152,0.002198212,0.001923877,0.0006839061,0.0001395341,0.000002545881],"category_scores_gemma":[0.009251446,0.0002279377,0.00009420201,0.001932553,0.0006335615,0.001344975,0.0000741638,0.001652635,1.316205e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005724556,"about_ca_system_score_gemma":0.00663197,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03493787,"about_ca_topic_score_gemma":0.03697844,"domain_scores_codex":[0.9928473,0.004099589,0.001079176,0.0006731487,0.0006225585,0.0006782451],"domain_scores_gemma":[0.9924926,0.004445841,0.001898661,0.0002675053,0.0007297504,0.0001656134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005857233,0.0004181703,0.2375798,0.0001558299,0.00001514537,6.629632e-8,0.6364125,0.004770209,0.00001641837,0.005400346,0.0005109868,0.1141348],"study_design_scores_gemma":[0.001287126,0.0003227362,0.3274408,0.003750419,0.0000519566,0.00000822439,0.6620264,0.0007696662,0.000001724651,0.0003212785,0.003786277,0.000233366],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8394032,0.008219285,0.0002181316,0.1475825,0.0003228797,0.004150236,9.016813e-7,0.0000131827,0.00008973233],"genre_scores_gemma":[0.9902173,0.002112294,0.0007880056,0.002479596,0.00147559,0.002123123,0.00004886973,0.00004230352,0.0007129049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1508141,"threshold_uncertainty_score":0.9991122,"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."}}