Bibliographic record
Abstract
Adam, B, Beck, U and Van Loon, J (eds) (2000) The Risk Society and Beyond: Critical Issues for Social Theory, Sage, LondonAllman, P (1984) Self help learning and its relevance for learning and development in later life, in Mutual Aid Universities, ed E Midwinter, Croom Helm, LondonAlvesson, M and Willmot, H (eds) (1992) Critical Management Studies, Sage, LondonArgyris, C (1992) On Organizational Learning, Blackwell, Oxford Argyris, C (1999) On Organizational Learning, 2nd edn, Blackwell, Oxford Argyris, C and Schön, D (1974) Theory in Practice: Increasing ProfessionalEffectiveness, Jossey-Bass, San Francisco Argyris, C and Schön, D (1978) Organizational Learning: A Theory of ActionPerspective, Addison-Wesley, Reading, MA Arlin, P (1975) Cognitive development in adulthood: a fifth stage,Developmental Psychology, 11, pp 602-06 Ashby, W R (1952) Design for the Brain, Wiley, New York Bacon, R and Eltis, W (1976) Britain’s Economic Problem: Too Few Producers,Macmillan, London Bandura, A (1977) Social Learning Theory, Prentice-Hall, Englewood CliffsNJ Bandura, A and Walters, R H (1963) Social Learning and PersonalityDevelopment, Holt, Rinehart and Winston, New York Barnett, R (1997) Higher Education: A Critical Business, Open UniversityPress, Buckingham Barnett, R and Griffin, A (eds) (1997) The End of Knowledge in HigherEducation, Open University Press, BuckinghamBarr, J (1999) Liberating Knowledge: Research, feminism and Adult Education, NIACE, LeicesterBarrows, H S and Tamblyn, R M (1980) Problem Based Learning: An Approach to Medical Education, Springer, New YorkBateson, G (1973) Steps to an Ecology of Mind, Paladin, Granada, London Baudrillard, J (1994) The Illusion of the End, Polity Press, Cambridge Baudrillard, J (1998) The Consumer Society: Myths and Structures, SagePublications, London Bauman, Z (1987) Legislators and Interpreters: On Modernity, Post-modernityand Intellectuals, Polity Press, Cambridge Bauman, Z (1991) Modernity and Ambivalence, Polity Press, Cambridge Bauman, Z (1992) Intimations of Post modernity, Routledge, London Beck, U (1992) Risk Society: Towards a New Modernity, Sage Publications,London Belenky, M F, Clinchy, B M, Goldberger, N R and Tarule, J M (1986)Women’s Ways of Knowing: The Development of Self, Voice and Mind, Basic Books, New YorkBerger, P and Luckmann, T (1966) The Social Construction of Reality, Allen Lane, The Penguin Press, LondonBernstein, B (1971) Class, Codes and Control, Routledge and Kegan Paul, LondonBest, S and Kellner, D (1991) Postmodern Theory: Critical Interrogations, Guilford Press, New YorkBiggs, J (1995) Schooling, learning and TOC, Curriculum Forum, 5(1), pp 2127Biggs, J (1996a) Western misperceptions of the Confucian-heritage learning culture, in The Chinese Learner, ed D Watkins and J Biggs, University of Hong Kong Comparative Education Research Centre, Hong Kong, pp 45-67Biggs, J (1996b) Testing: To Educate or to Select? Hong Kong Educational Publishing Co, Hong KongBloom, D (ed) (1956) Taxonomy of Educational Objectives-Book 1, The Cognitive Domain, Longman, LondonBorger, R and Seaborne, A (1966) The Psychology of Learning, Penguin, HarmondsworthBotkin, J, Elmandjra, M and Malitza, M (1979) No Limits to Learning: Bridging the Human Gap, Pergamon, OxfordBoud, D (1986) Implementing Student Self-Assessment, Higher Education Research and Development Society of Australia, Kensington, NSWBoud, D (1995) Enhancing Learning through Self Assessment, Kogan Page, LondonBoud, D and Feletti, G (eds) (1991) The Challenge of Problem Based Learning, Kogan Page, LondonBoud, D, Keogh, R and Walker, D (eds) (1985) Reflection: Turning Experience into Learning, Kogan Page, LondonBourdieu, P and Passeron, J-C (1977) Reproduction in Education, Society and Culture, Sage, LondonBrah, A and Hoy, J (1989) Experiential learning: a new orthodoxy?, in Making Sense of Experiential Learning, ed S Weil and I McGill, Society for Research into Higher Education and the Open University Press, BuckinghamBrockett, R G and Hiemstra, R (1985) Bridging the theory-practice gap in self-directed learning, in Self-Directed Learning: From Theory to Practice, ed S Brookfield, Jossey-Bass, San FranciscoBrockett, R G and Hiemstra, R (1991) Self-Direction in Adult Learning: Perspectives on Theory, Research, and Practice, Routledge, LondonBrookfield, S (ed) (1985) Self-Directed Learning: from Theory to Practice. 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Vol 3: Making Policy Work, ed R Edwards et al, Routledge Falmer, LondonCollins (1979) Dictionary of the English Language, Collins, Glasgow Collins, M (1991) Adult Education as Vocation, Routledge, London Commission of the European Communities (CEC) (2002) E-learning andTraining in Europe, Office for Official Publications of the European Communities, LuxembourgCoopey, J (1995) The learning organization, power, politics and ideology, Management Learning, 26(2), pp 193-213Corden, J and Preston-Shoot, M (1987) Contracts in Social Work, Gower, AldershotDelanty, G (2001) Challenging Knowledge: The University in the Knowledge Society, Open University Press, BuckinghamDepartment for Education and Employment (DfEE) (1996) Lifetime Learning: A Policy Framework, DfEE, LondonDewey, J (1916) Democracy and Education, Free Press, New York Dewey, J (1938) Experience and Education, Macmillan, New York Dixon, N (1999) The changing face of knowledge, The LearningOrganization, 6(5), pp 212-16 Dovey, K (1997) The learning organization and the organization oflearning: power, transformation and the search for form in learning organizations, Management Learning, 28(3), September, pp 331-49Dovey, K (1997a) Reconstruction and Development in Post-Apartheid South Africa, unpublished PhD thesis, University of Technology, Sydney, AustraliaDurkheim, D (1964) The Division of Labour in Society, Free Press, New York Easterby-Smith, M, Burgoyne, J and Araujo, L (eds) (1999) OrganizationalLearning and the Learning Organization, Sage, London Edwards, R and Usher, R (2000) Globalisation and Pedagogy: Space, Place andIdentity, Routledge, London Edwards, R et al (eds) (2002) Supporting Lifelong Learning. Vol 3: MakingPolicy Work, Routledge Falmer/Open University, London Elias, J (1979) Andragogy revisited, Adult Education, 26, pp 252-56,Washington Engel, C (1991) in D Boud and G Feletti (eds) (1991) The Challenge ofProblem Based Learning, Kogan Page, London Engestrom, Y (1987) Learning by Expanding, Orienta-Konsultit Oy, HelsinkiEngestrom, Y (1990) Learning, Working and Imaging, Orienta-Konsultit Oy, HelsinkiErikson, E (1965) Childhood and Society, Penguin (rev edn), Harmondsworth European Commission (1995) Teaching and Learning: Towards the LearningSociety, European Commission, Brussels European Commission (2000) A Memorandum on Lifelong Learning,European Commission SEC (2000), Brussels, p 1832 European Commission (2001) Making a European Area of Lifelong Learning aReality, European Commission COM (2001), Brussels, p 678 final Evans, N (1985) Post-Education Society: Recognising Adults as Learners,Croom Helm, London Evans, N (1987) Assessing Experiential Learning, Longman, London Evans, N (1992) Experiential Learning: Assessment and Accreditation,Routledge, London Evans, N (2000) Experiential Learning Around the World: Employability andthe Global Economy, Jessica Kingsley, London Featherstone, M (1990) Consumer Culture and Postmodernism, SagePublications, London Fisher, D, Rooke, D and Torbert, W R (2001) Personal and OrganizationalTransformations Through Action Inquiry, Edge\Work Press, Boston Flesher, J W (1995) The first Motorola worldwide learning, training andeducation research conference, Journal of Industrial Teacher Education, 33 (1), pp 83-85Foucault, M (1972) Archaeology of Knowledge, Routledge, London Foucault, M (1986) What is enlightenment?, in The Foucault Reader, ed PRainbow, Peregrine Books, Harmondsworth Fowler, J (1981) Stages of Faith, Harper and Row, San Francisco Fraser, W (1995) Learning from Experience: Empowerment of Incorporation?
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.074 | 0.002 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".